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Zheng Shou 0001

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

Mike Zheng Shou

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affiliation: National University of Singapore
affiliation (former): Columbia University, New York, NY, USA

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2019
[b1]
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Zheng Shou:
Deep Learning for Action Understanding in Video. Columbia University, USA, 2019

Journal Articles

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2026
[j22]
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Xiaokang Liu, Kevin Yuchen Ma, Chen Gao, Mike Zheng Shou:
Diffusion Models in Robotics: A Survey. Int. J. Comput. Vis. 134(6): 299 (2026)
[j21]
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Haiyang Mei, Pengyu Zhang, Mike Zheng Shou:
SAM-I2V++: Efficiently Upgrading SAM for Promptable Video Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 48(4): 4878-4895 (2026)
[j20]
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Jingtao Sun, Yaonan Wang, Mingtao Feng, Chao Ding, Mike Zheng Shou, Ajmal Mian:
Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 48(5): 5113-5130 (2026)
[j19]
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Jinheng Xie, Zhaochuan Luo, Rouyi Li, Yawen Huang, Haozhe Liu, Yuexiang Li, Yefeng Zheng, Yang Zhang, Linlin Shen, Mike Zheng Shou:
Open-world Weakly-Supervised Object Localization. Pattern Recognit. 169: 111808 (2026)
[j18]
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Jianxin Bi, Kevin Yuchen Ma, Ce Hao, Mike Zheng Shou, Harold Soh:
VLA-Touch: Enhancing Vision-Language-Action Model With Dual-Level Tactile Feedback. IEEE Robotics Autom. Lett. 11(7): 8487-8494 (2026)
[j17]
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Neel Mokaria, Rishie Raj, Dheeraj Baiju, Xiaoqian Shen, Shraman Pramanick, Kevin Qinghong Lin, Arda Senocak, Mike Zheng Shou, Philip Torr, Mohamed Elhoseiny, Yapeng Tian, Ruohan Gao, Salman Khan, Sayan Nag, Sanjoy Chowdhury, Dinesh Manocha:
A Survey on Foundations and Frontiers of Multimodal Agentic Frameworks: Techniques and Applications. Trans. Mach. Learn. Res. 2026 (2026)
2025
[j16]
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David Junhao Zhang, Jay Zhangjie Wu, Jia-Wei Liu, Rui Zhao, Lingmin Ran, Yuchao Gu, Difei Gao, Mike Zheng Shou:
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation. Int. J. Comput. Vis. 133(4): 1879-1893 (2025)
[j15]
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David Junhao Zhang, Dongxu Li, Hung Le, Mike Zheng Shou, Caiming Xiong, Doyen Sahoo:
MoonShot: Towards Controllable Video Generation and Editing with Motion-Aware Multimodal Conditions. Int. J. Comput. Vis. 133(6): 3629-3644 (2025)
[j14]
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Weijia Wu, Zhuang Li, Yefei He, Mike Zheng Shou, Chunhua Shen, Lele Cheng, Yan Li, Tingting Gao, Di Zhang:
Paragraph-to-Image Generation with Information-Enriched Diffusion Model. Int. J. Comput. Vis. 133(8): 5413-5434 (2025)
[j13]
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Jinheng Xie, Songhe Deng, Xianxu Hou, Zhaochuan Luo, Linlin Shen, Yawen Huang, Yefeng Zheng, Mike Zheng Shou:
CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation. Int. J. Comput. Vis. 133(8): 5569-5588 (2025)
[j12]
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Yufei Shi, Beijia Lu, Jia-Wei Liu, Ming Li, Si Yong Yeo, Mike Zheng Shou:
ColonNeRF: High-fidelity neural reconstruction of long colonoscopy. Neurocomputing 657: 131445 (2025)
[j11]
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Kristen Grauman, Andrew Westbury, Eugene Byrne, Vincent Cartillier, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Devansh Kukreja, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3,600 Hours of Egocentric Video. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 9468-9509 (2025)
[j10]
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Jiahong Li, Hong Zhou, Mike Zheng Shou, Xiang Bai:
A large cross-modal video retrieval dataset with reading comprehension. Pattern Recognit. 157: 110818 (2025)
[j9]
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Weijia Wu, Zhuang Li, Yuanqiang Cai, Hong Zhou, Mike Zheng Shou:
A Bilingual, Open World Video Text Dataset and Real-Time Video Text Spotting With Contrastive Learning. IEEE Trans. Circuits Syst. Video Technol. 35(1): 534-546 (2025)
[j8]
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Haozhe Liu, Wentian Zhang, Jinheng Xie, Francesco Faccio, Mengmeng Xu, Tao Xiang, Mike Zheng Shou, Juan-Manuel Pérez-Rúa, Jürgen Schmidhuber:
Faster Diffusion Through Temporal Attention Decomposition. Trans. Mach. Learn. Res. 2025 (2025)
2024
[j7]
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Henry Hengyuan Zhao, Pichao Wang, Yuyang Zhao, Hao Luo, Fan Wang, Mike Zheng Shou:
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels. Int. J. Comput. Vis. 132(3): 731-749 (2024)
[j6]
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Alex Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan:
Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text Prompts. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3406-3421 (2024)
[j5]
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Lianlei Shan, Hong Zhou, Mike Zheng Shou:
Continual Learning for Image Segmentation With Dynamic Query. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4874-4886 (2024)
[j4]
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Bingxue Zhang, Gang Chen, Beng Chin Ooi, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Meihui Zhang:
Managing Metaverse Data Tsunami: Actionable Insights. IEEE Trans. Knowl. Data Eng. 36(12): 7423-7441 (2024)
[j3]
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Ming Li, Huazhu Fu, Shengfeng He, Hehe Fan, Jun Liu, Jussi Keppo, Mike Zheng Shou:
DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition. IEEE Trans. Multim. 26: 6297-6309 (2024)
2023
[j2]
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Wenqian Wang, Faliang Chang, Junhao Zhang, Rui Yan, Chunsheng Liu, Bin Wang, Mike Zheng Shou:
Magi-Net: Meta Negative Network for Early Activity Prediction. IEEE Trans. Image Process. 32: 3254-3265 (2023)
2022
[j1]
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Meng Cao, Can Zhang, Long Chen, Mike Zheng Shou, Yuexian Zou:
Deep Motion Prior for Weakly-Supervised Temporal Action Localization. IEEE Trans. Image Process. 31: 5203-5213 (2022)

Conference and Workshop Papers

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2026
[c130]
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Jiazheng Xing, Hai Ci, Hongbin Xu, Hangjie Yuan, Yong Liu, Mike Zheng Shou:
OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization. AAAI 2026: 11150-11158
2025
[c129]
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Muhammet Furkan Ilaslan, Ali Köksal, Kevin Qinghong Lin, Burak Satar, Mike Zheng Shou, Qianli Xu:
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting. AAAI 2025: 3886-3894
[c128]
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Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu:
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. ACL (1) 2025: 16593-16615
[c127]
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David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz:
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning. CVPR 2025: 2050-2062
[c126]
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Rui Zhao, Weijia Mao, Mike Zheng Shou:
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles. CVPR 2025: 2835-2846
[c125]
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Yiren Song, Pei Yang, Hai Ci, Mike Zheng Shou:
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation. CVPR 2025: 3019-3028
[c124]
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Kevin Qinghong Lin, Mike Zheng Shou:
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary. CVPR 2025: 3218-3228
[c123]
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Haiyang Mei, Pengyu Zhang, Mike Zheng Shou:
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost. CVPR 2025: 3417-3426
[c122]
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Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Stan Weixian Lei, Lijuan Wang, Mike Zheng Shou:
ShowUI: One Vision-Language-Action Model for GUI Visual Agent. CVPR 2025: 19498-19508
[c121]
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Yuchao Gu, Yipin Zhou, Yunfan Ye, Yixin Nie, Licheng Yu, Pingchuan Ma, Kevin Qinghong Lin, Mike Zheng Shou:
ROICtrl: Boosting Instance Control for Visual Generation. CVPR 2025: 23658-23667
[c120]
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Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling:
DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models. CVPR 2025: 26024-26035
[c119]
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Weijia Wu, Mingyu Liu, Zeyu Zhu, Xi Xia, Haoen Feng, Wen Wang, Kevin Qinghong Lin, Chunhua Shen, Mike Zheng Shou:
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation. CVPR 2025: 28984-28994
[c118]
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Joya Chen, Ziyun Zeng, Yiqi Lin, Wei Li, Zejun Ma, Mike Zheng Shou:
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale. CVPR 2025: 29083-29095
[c117]
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Henry Hengyuan Zhao, Wenqi Pei, Yifei Tao, Haiyang Mei, Mike Zheng Shou:
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback. EMNLP (Findings) 2025: 25381-25400
[c116]
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Yuxin Jiang, Liming Jiang, Shuai Yang, Jia-Wei Liu, Ivor W. Tsang, Mike Zheng Shou:
Balanced Image Stylization with Style Matching Score. ICCV 2025: 1-10
[c115]
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Yiren Song, Xiaokang Liu, Mike Zheng Shou:
DiffSim: Taming Diffusion Models for Evaluating Visual Similarity. ICCV 2025: 16904-16915
[c114]
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Yiren Song, Danze Chen, Mike Zheng Shou:
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer. ICCV 2025: 19731-19741
[c113]
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Wenzheng Zeng, Difei Gao, Mike Zheng Shou, Hwee Tou Ng:
Factorized Learning for Temporally Grounded Video-Language Models. ICCV 2025: 20683-20693
[c112]
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Zechen Bai, Tianjun Xiao, Tong He, Pichao Wang, Zheng Zhang, Thomas Brox, Mike Zheng Shou:
Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach. ICLR 2025
[c111]
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Siyi Jiao, Wenzheng Zeng, Yerong Li, Huayu Zhang, Changxin Gao, Nong Sang, Mike Zheng Shou:
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation. ICLR 2025
[c110]
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Weixian Lei, Difei Gao, Mike Zheng Shou:
Grounding Multimodal Large Language Model in GUI World. ICLR 2025
[c109]
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Yepeng Liu, Yiren Song, Hai Ci, Yu Zhang, Haofan Wang, Mike Zheng Shou, Yuheng Bu:
Image Watermarks are Removable using Controllable Regeneration from Clean Noise. ICLR 2025
[c108]
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Jinheng Xie, Weijia Mao, Zechen Bai, David Junhao Zhang, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou:
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation. ICLR 2025
[c107]
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Zechen Bai, Hai Ci, Mike Zheng Shou:
Impossible Videos. ICML 2025
[c106]
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Hai Ci, Yiren Song, Pei Yang, Jinheng Xie, Mike Zheng Shou:
WMAdapter: Adding WaterMark Control to Latent Diffusion Models. ICML 2025
[c105]
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Qinchen Wu, Difei Gao, Qinghong Lin, Zhuoyu Wu, Mike Zheng Shou:
GUI-Narrator: Detecting and Captioning Computer GUI Actions. ACM Multimedia 2025: 3683-3692
[c104]
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Haiyang Mei, Difei Gao, Xiaopeng Wei, Xin Yang, Mike Zheng Shou:
Can I Trust You? Advancing GUI Task Automation with Action Trust Score. ACM Multimedia 2025: 8692-8700
[c103]
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Ziteng Gao, Jay Zhangjie Wu, Mike Zheng Shou:
Sparse Image Synthesis via Joint Latent and RoI Flow. NeurIPS 2025
[c102]
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Zongbo Han, Jialong Yang, Guangyu Wang, Junfan Li, Qianli Xu, Mike Zheng Shou, Changqing Zhang:
DOTA: Distributional Test-time Adaptation of Vision-Language Models. NeurIPS 2025
[c101]
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Yiren Song, Cheng Liu, Mike Zheng Shou:
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data. NeurIPS 2025
[c100]
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Jiaqi Wang, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou:
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models. NeurIPS 2025
[c99]
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Pei Yang, Hai Ci, Mike Zheng Shou:
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents. NeurIPS 2025
[c98]
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Zhiwei Yang, Chen Gao, Mike Zheng Shou:
PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer. NeurIPS 2025
[c97]
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Xinyu Zhang, Yuxuan Dong, Lingling Zhang, Chengyou Jia, Zhuohang Dang, Basura Fernando, Jun Liu, Mike Zheng Shou:
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models. NeurIPS 2025
2024
[c96]
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Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Hanshu Yan, Jia-Wei Liu, Chenxu Zhang, Jiashi Feng, Mike Zheng Shou:
MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model. CVPR 2024: 1481-1490
[c95]
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Yuchao Gu, Yipin Zhou, Bichen Wu, Licheng Yu, Jia-Wei Liu, Rui Zhao, Jay Zhangjie Wu, David Junhao Zhang, Mike Zheng Shou, Kevin Tang:
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence. CVPR 2024: 7621-7630
[c94]
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Yuchao Gu, Xintao Wang, Yixiao Ge, Ying Shan, Mike Zheng Shou:
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis. CVPR 2024: 7631-7640
[c93]
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Jia-Wei Liu, Yan-Pei Cao, Jay Zhangjie Wu, Weijia Mao, Yuchao Gu, Rui Zhao, Jussi Keppo, Ying Shan, Mike Zheng Shou:
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing. CVPR 2024: 7664-7674
[c92]
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Lingmin Ran, Xiaodong Cun, Jia-Wei Liu, Rui Zhao, Song Zijie, Xintao Wang, Jussi Keppo, Mike Zheng Shou:
X- Adapter: Universal Compatibility of Plugins for Upgraded Diffusion Model. CVPR 2024: 8775-8784
[c91]
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Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou:
AssistGUI: Task-Oriented PC Graphical User Interface Automation. CVPR 2024: 13289-13298
[c90]
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Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jürgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou:
Tune-an-Ellipse: CLIP Has Potential to Find what you Want. CVPR 2024: 13723-13732
[c89]
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Ziteng Gao, Zhan Tong, Kevin Qinghong Lin, Joya Chen, Mike Zheng Shou:
Bootstrapping SparseFormers from Vision Foundation Models. CVPR 2024: 17710-17721
[c88]
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Joya Chen, Zhaoyang Lv, Shiwei Wu, Kevin Qinghong Lin, Chenan Song, Difei Gao, Jia-Wei Liu, Ziteng Gao, Dongxing Mao, Mike Zheng Shou:
VideoLLM-online: Online Video Large Language Model for Streaming Video. CVPR 2024: 18407-18418
[c87]
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Jingtao Sun, Yaonan Wang, Mingtao Feng, Yulan Guo, Ajmal Mian, Mike Zheng Shou:
L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream. CVPR 2024: 21146-21156
[c86]
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Weixian Lei, Yixiao Ge, Kun Yi, Jianfeng Zhang, Difei Gao, Dylan Sun, Yuying Ge, Ying Shan, Mike Zheng Shou:
VIT-LENS: Towards Omni-modal Representations. CVPR 2024: 26637-26647
[c85]
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Henry Hengyuan Zhao, Pan Zhou, Mike Zheng Shou:
GENIXER: Empowering Multimodal Large Language Model as a Powerful Data Generator. ECCV (23) 2024: 129-147
[c84]
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Rui Zhao, Yuchao Gu, Jay Zhangjie Wu, David Junhao Zhang, Jia-Wei Liu, Weijia Wu, Jussi Keppo, Mike Zheng Shou:
MotionDirector: Motion Customization of Text-to-Video Diffusion Models. ECCV (56) 2024: 273-290
[c83]
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Weijia Wu, Zhuang Li, Yuchao Gu, Rui Zhao, Yefei He, David Junhao Zhang, Mike Zheng Shou, Yan Li, Tingting Gao, Di Zhang:
DragAnything: Motion Control for Anything Using Entity Representation. ECCV (22) 2024: 331-348
[c82]
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Hai Ci, Pei Yang, Yiren Song, Mike Zheng Shou:
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-key Identification. ECCV (28) 2024: 338-354
[c81]
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Yiqi Lin, Conghui He, Alex Jinpeng Wang, Bin Wang, Weijia Li, Mike Zheng Shou:
Parrot Captions Teach CLIP to Spot Text. ECCV (42) 2024: 368-385
[c80]
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Kevin Qinghong Lin, Pengchuan Zhang, Difei Gao, Xide Xia, Joya Chen, Ziteng Gao, Jinheng Xie, Xuhong Xiao, Mike Zheng Shou:
Learning Video Context as Interleaved Multimodal Sequences. ECCV (49) 2024: 375-396
[c79]
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David Junhao Zhang, Mutian Xu, Jay Zhangjie Wu, Chuhui Xue, Wenqing Zhang, Xiaoguang Han, Song Bai, Mike Zheng Shou:
Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images. ECCV (40) 2024: 465-482
[c78]
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Difei Gao, Siyuan Hu, Qinghong Lin, Mike Zheng Shou:
AssistGPT: Towards Multi-modal Agent for Human-Centric AI Assistant. HCMA@MM 2024: 3-5
[c77]
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Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li:
Spiking-Leaf: A Learnable Auditory Front-End for Spiking Neural Networks. ICASSP 2024: 226-230
[c76]
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Ziteng Gao, Zhan Tong, Limin Wang, Mike Zheng Shou:
SparseFormer: Sparse Visual Recognition via Limited Latent Tokens. ICLR 2024
[c75]
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Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang:
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition. IJCAI 2024: 3160-3168
[c74]
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Juan Hu, Xin Liao, Difei Gao, Satoshi Tsutsui, Qian Wang, Zheng Qin, Mike Zheng Shou:
Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces. IJCAI 2024: 5862-5871
[c73]
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Qi Mao, Lan Chen, Yuchao Gu, Zhen Fang, Mike Zheng Shou:
MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance. ACM Multimedia 2024: 6842-6850
[c72]
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Difei Gao, Siyuan Hu, Zechen Bai, Qinghong Lin, Mike Zheng Shou:
AssistEditor: Multi-Agent Collaboration for GUI Workflow Automation in Video Creation. ACM Multimedia 2024: 11255-11257
[c71]
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Zechen Bai, Tong He, Haiyang Mei, Pichao Wang, Ziteng Gao, Joya Chen, Lei Liu, Zheng Zhang, Mike Zheng Shou:
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos. NeurIPS 2024
[c70]
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Kevin Qinghong Lin, Linjie Li, Difei Gao, Qinchen Wu, Mingyi Yan, Zhengyuan Yang, Lijuan Wang, Mike Zheng Shou:
VideoGUI: A Benchmark for GUI Automation from Instructional Videos. NeurIPS 2024
[c69]
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Jia-Wei Liu, Weijia Mao, Zhongcong Xu, Jussi Keppo, Mike Zheng Shou:
Exocentric-to-Egocentric Video Generation. NeurIPS 2024
[c68]
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Feipeng Ma, Hongwei Xue, Yizhou Zhou, Guangting Wang, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun:
Visual Perception by Large Language Model's Weights. NeurIPS 2024
[c67]
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Alex Jinpeng Wang, Linjie Li, Yiqi Lin, Min Li, Lijuan Wang, Mike Zheng Shou:
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning. NeurIPS 2024
[c66]
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Shiwei Wu, Joya Chen, Kevin Qinghong Lin, Qimeng Wang, Yan Gao, Qianli Xu, Tong Xu, Yao Hu, Enhong Chen, Mike Zheng Shou:
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation. NeurIPS 2024
[c65]
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Binqian Xu, Xiangbo Shu, Haiyang Mei, Zechen Bai, Basura Fernando, Mike Zheng Shou, Jinhui Tang:
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting. NeurIPS 2024
[c64]
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Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou:
Can Simple Averaging Defeat Modern Watermarks? NeurIPS 2024
[c63]
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Zijie Ye, Jia-Wei Liu, Jia Jia, Shikun Sun, Mike Zheng Shou:
Skinned Motion Retargeting with Dense Geometric Interaction Perception. NeurIPS 2024
[c62]
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Henry Hengyuan Zhao, Pan Zhou, Difei Gao, Zechen Bai, Mike Zheng Shou:
LOVA3: Learning to Visual Question Answering, Asking and Assessment. NeurIPS 2024
[c61]
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Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Jay Zhangjie Wu, David Junhao Zhang, Yingya Zhang, Mike Zheng Shou:
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. NeurIPS 2024
[c60]
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Yiren Song, Shijie Huang, Chen Yao, Hai Ci, Xiaojun Ye, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou:
ProcessPainter: Learning to draw from sequence data. SIGGRAPH Asia 2024: 18:1-18:10
2023
[c59]
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Stan Weixian Lei, Difei Gao, Jay Zhangjie Wu, Yuxuan Wang, Wei Liu, Mengmi Zhang, Mike Zheng Shou:
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task. AAAI 2023: 1250-1259
[c58]
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Rui Yan, Mike Zheng Shou, Yixiao Ge, Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang:
Video-Text Pre-training with Learned Regions for Retrieval. AAAI 2023: 3100-3108
[c57]
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Binjie Zhang, Shupeng Su, Yixiao Ge, Xuyuan Xu, Yexin Wang, Chun Yuan, Mike Zheng Shou, Ying Shan:
Darwinian Model Upgrades: Model Evolving with Selective Compatibility. AAAI 2023: 3393-3400
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Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Mike Zheng Shou, Nan Duan:
CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding. ACL (1) 2023: 8013-8028
[c55]
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Shuning Chang, Pichao Wang, Fan Wang, Jiashi Feng, Mike Zheng Shou:
DOAD: Decoupled One Stage Action Detection Network. CVPR Workshops 2023: 3123-3232
[c54]
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Shuning Chang, Pichao Wang, Ming Lin, Fan Wang, David Junhao Zhang, Rong Jin, Mike Zheng Shou:
Making Vision Transformers Efficient from A Token Sparsification View. CVPR 2023: 6195-6205
[c53]
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Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Kevin Qinghong Lin, Satoshi Tsutsui, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
All in One: Exploring Unified Video-Language Pre-Training. CVPR 2023: 6598-6608
[c52]
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Joya Chen, Difei Gao, Kevin Qinghong Lin, Mike Zheng Shou:
Affordance Grounding from Demonstration Video to Target Image. CVPR 2023: 6799-6808
[c51]
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Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou:
MIST : Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. CVPR 2023: 14773-14783
[c50]
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Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR 2023: 14846-14855
[c49]
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Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan:
Position-Guided Text Prompt for Vision-Language Pre-Training. CVPR 2023: 23242-23251
[c48]
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Muhammet Furkan Ilaslan, Chenan Song, Joya Chen, Difei Gao, Weixian Lei, Qianli Xu, Joo Lim, Mike Zheng Shou:
GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations. EMNLP 2023: 10462-10479
[c47]
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Weijia Wu, Yuzhong Zhao, Mike Zheng Shou, Hong Zhou, Chunhua Shen:
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models. ICCV 2023: 1206-1217
[c46]
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Kevin Qinghong Lin, Pengchuan Zhang, Joya Chen, Shraman Pramanick, Difei Gao, Alex Jinpeng Wang, Rui Yan, Mike Zheng Shou:
UniVTG: Towards Unified Video-Language Temporal Grounding. ICCV 2023: 2782-2792
[c45]
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Alex Jinpeng Wang, Kevin Qinghong Lin, David Junhao Zhang, Stan Weixian Lei, Mike Zheng Shou:
Too Large; Data Reduction for Vision-Language Pre-Training. ICCV 2023: 3124-3134
[c44]
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Ming Li, Xiangyu Xu, Hehe Fan, Pan Zhou, Jun Liu, Jia-Wei Liu, Jiahe Li, Jussi Keppo, Mike Zheng Shou, Shuicheng Yan:
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition. ICCV 2023: 5083-5092
[c43]
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Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang:
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. ICCV 2023: 5262-5274
[c42]
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Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou:
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion. ICCV 2023: 7418-7427
[c41]
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Jay Zhangjie Wu, Yixiao Ge, Xintao Wang, Stan Weixian Lei, Yuchao Gu, Yufei Shi, Wynne Hsu, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation. ICCV 2023: 7589-7599
[c40]
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Parantak Singh, You Li, Ankur Sikarwar, Weixian Lei, Difei Gao, Morgan B. Talbot, Ying Sun, Mike Zheng Shou, Gabriel Kreiman, Mengmi Zhang:
Learning to Learn: How to Continuously Teach Humans and Machines. ICCV 2023: 11674-11685
[c39]
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Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He:
Unsupervised Open-Vocabulary Object Localization in Videos. ICCV 2023: 13701-13709
[c38]
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  - conf/iccv/LiuCYXKSQS23
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Jia-Wei Liu, Yan-Pei Cao, Tianyuan Yang, Zhongcong Xu, Jussi Keppo, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
HOSNeRF: Dynamic Human-Object-Scene Neural Radiance Fields from a Single Video. ICCV 2023: 18437-18448
[c37]
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Jay Zhangjie Wu, David Junhao Zhang, Wynne Hsu, Mengmi Zhang, Mike Zheng Shou:
Label-Efficient Online Continual Object Detection in Streaming Video. ICCV 2023: 19189-19198
[c36]
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Shuning Chang, Pichao Wang, Hao Luo, Fan Wang, Mike Zheng Shou:
Revisiting Vision Transformer from the View of Path Ensemble. ICCV 2023: 19832-19842
[c35]
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Jiahong Li, Mike Zheng Shou, Umapada Pal, Dimosthenis Karatzas, Xiang Bai:
ICDAR 2023 Competition on Video Text Reading for Dense and Small Text. ICDAR (2) 2023: 405-419
[c34]
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  - conf/icde/Ooi0STTXYZ023
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Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang:
The Metaverse Data Deluge: What Can We Do About It? ICDE 2023: 3675-3687
[c33]
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Eric Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Wenqing Zhang, Song Bai, Jiashi Feng, Mike Zheng Shou:
PV3D: A 3D Generative Model for Portrait Video Generation. ICLR 2023
[c32]
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  - conf/lgm3a/Shou23
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Mike Zheng Shou:
Large Generative Models Meet Multimodal Video Intelligence. LGM3A@MM 2023: 1
[c31]
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  - conf/mm/XueYL0T0YSS23
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Xizhe Xue, Dongdong Yu, Lingqiao Liu, Yu Liu, Satoshi Tsutsui, Ying Li, Zehuan Yuan, Ping Song, Mike Zheng Shou:
Transformer-based Open-world Instance Segmentation with Cross-task Consistency Regularization. ACM Multimedia 2023: 2507-2515
[c30]
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Yuchao Gu, Xintao Wang, Jay Zhangjie Wu, Yujun Shi, Yunpeng Chen, Zihan Fan, Wuyou Xiao, Rui Zhao, Shuning Chang, Weijia Wu, Yixiao Ge, Ying Shan, Mike Zheng Shou:
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models. NeurIPS 2023
[c29]
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Ziyu Wang, Mike Zheng Shou, Mengmi Zhang:
Object-centric Learning with Cyclic Walks between Parts and Whole. NeurIPS 2023
[c28]
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Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen:
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models. NeurIPS 2023
[c27]
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Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou:
Learning Visual Prior via Generative Pre-Training. NeurIPS 2023
[c26]
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Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Jiashi Feng, Mike Zheng Shou:
XAGen: 3D Expressive Human Avatars Generation. NeurIPS 2023
2022
[c25]
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Alex Jinpeng Wang, Yixiao Ge, Guanyu Cai, Rui Yan, Xudong Lin, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
Object-aware Video-language Pre-training for Retrieval. CVPR 2022: 3303-3312
[c24]
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Fan Ma, Mike Zheng Shou, Linchao Zhu, Haoqi Fan, Yilei Xu, Yi Yang, Zhicheng Yan:
Unified Transformer Tracker for Object Tracking. CVPR 2022: 8771-8780
[c23]
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Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR 2022: 18973-18990
[c22]
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David Junhao Zhang, Kunchang Li, Yali Wang, Yunpeng Chen, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou:
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning. ECCV (35) 2022: 230-248
[c21]
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Benita Wong, Joya Chen, You Wu, Stan Weixian Lei, Dongxing Mao, Difei Gao, Mike Zheng Shou:
AssistQ: Affordance-Centric Question-Driven Task Completion for Egocentric Assistant. ECCV (36) 2022: 485-501
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Yuxuan Wang, Difei Gao, Licheng Yu, Weixian Lei, Matt Feiszli, Mike Zheng Shou:
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval. ECCV (35) 2022: 709-725
[c19]
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Weixian Lei, Difei Gao, Yuxuan Wang, Dongxing Mao, Zihan Liang, Lingmin Ran, Mike Zheng Shou:
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant. EMNLP (Findings) 2022: 319-338
[c18]
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Shuning Chang, Pichao Wang, Fan Wang, Hao Li, Zheng Shou:
Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation. HCMA@MM 2022: 41-50
[c17]
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Eric Zhongcong Xu, Zeyang Song, Satoshi Tsutsui, Chao Feng, Mang Ye, Mike Zheng Shou:
AVA-AVD: Audio-visual Speaker Diarization in the Wild. ACM Multimedia 2022: 3838-3847
[c16]
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Zan-Xia Jin, Mike Zheng Shou, Fang Zhou, Satoshi Tsutsui, Jingyan Qin, Xu-Cheng Yin:
From Token to Word: OCR Token Evolution via Contrastive Learning and Semantic Matching for Text-VQA. ACM Multimedia 2022: 4564-4572
[c15]
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Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. NeurIPS 2022
[c14]
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Jiawei Liu, Yan-Pei Cao, Weijia Mao, Wenqiao Zhang, David Junhao Zhang, Jussi Keppo, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes. NeurIPS 2022
2021
[c13]
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  - conf/cvpr/PanCSLS021
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Junting Pan, Siyu Chen, Mike Zheng Shou, Yu Liu, Jing Shao, Hongsheng Li:
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization. CVPR 2021: 464-474
[c12]
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Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, Yuexian Zou:
On Pursuit of Designing Multi-modal Transformer for Video Grounding. EMNLP (1) 2021: 9810-9823
[c11]
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  - conf/iccv/GongW0FWY21
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Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan:
Searching for Two-Stream Models in Multivariate Space for Video Recognition. ICCV 2021: 8013-8022
[c10]
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  - conf/iccv/ShouL0GF21
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Mike Zheng Shou, Stan Weixian Lei, Weiyao Wang, Deepti Ghadiyaram, Matt Feiszli:
Generic Event Boundary Detection: A Benchmark for Event Segmentation. ICCV 2021: 8055-8064
[c9]
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  - conf/iccv/YeR0S21
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Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou:
Channel Augmented Joint Learning for Visible-Infrared Recognition. ICCV 2021: 13547-13556
[c8]
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Ruijie Tao, Zexu Pan, Rohan Kumar Das, Xinyuan Qian, Mike Zheng Shou, Haizhou Li:
Is Someone Speaking?: Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection. ACM Multimedia 2021: 3927-3935
2020
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Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou:
SF-Net: Single-Frame Supervision for Temporal Action Localization. ECCV (4) 2020: 420-437
2019
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Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Shih-Fu Chang, Zhicheng Yan:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CVPR 2019: 1268-1277
2018
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Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang:
AutoLoc: Weakly-Supervised Temporal Action Localization in Untrimmed Videos. ECCV (16) 2018: 162-179
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Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Detection of Action Start in Untrimmed, Streaming Videos. ECCV (3) 2018: 551-568
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Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. NeurIPS 2018: 983-993
2017
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Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang:
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CVPR 2017: 1417-1426
2016
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Zheng Shou, Dongang Wang, Shih-Fu Chang:
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. CVPR 2016: 1049-1058

Informal and Other Publications

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2026
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Mingyu Ouyang, Kevin Qinghong Lin, Mike Zheng Shou, Hwee Tou Ng:
FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection. CoRR abs/2601.03928 (2026)
[i232]
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  - journals/corr/abs-2601-07181
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Yichun Zhang, Xiangwu Guo, Yauhong Goh, Jessica Hu, Zhiheng Chen, Xin Wang, Difei Gao, Mike Zheng Shou:
ShowUI-Aloha: Human-Taught GUI Agent. CoRR abs/2601.07181 (2026)
[i231]
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  - journals/corr/abs-2602-06508
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Xiaokang Liu, Zechen Bai, Hai Ci, Kevin Yuchen Ma, Mike Zheng Shou:
World-VLA-Loop: Closed-Loop Learning of Video World Model and VLA Policy. CoRR abs/2602.06508 (2026)
[i230]
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  - journals/corr/abs-2602-10104
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Yuxin Jiang, Yuchao Gu, Ivor W. Tsang, Mike Zheng Shou:
Olaf-World: Orienting Latent Actions for Video World Modeling. CoRR abs/2602.10104 (2026)
[i229]
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  - journals/corr/abs-2602-13833
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Kevin Yuchen Ma, Heng Zhang, Weisi Lin, Mike Zheng Shou, Yan Wu:
Semantic-Contact Fields for Category-Level Generalizable Tactile Tool Manipulation. CoRR abs/2602.13833 (2026)
[i228]
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  - journals/corr/abs-2603-02175
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Yiqi Lin, Guoqiang Liang, Ziyun Zeng, Zechen Bai, Yanzhe Chen, Mike Zheng Shou:
Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance. CoRR abs/2603.02175 (2026)
[i227]
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  - journals/corr/abs-2603-22091
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Rui Zhao, Mike Zheng Shou:
P-Flow: Prompting Visual Effects Generation. CoRR abs/2603.22091 (2026)
[i226]
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  - journals/corr/abs-2604-04402
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Pei Yang, Hai Ci, Beibei Lin, Yiren Song, Mike Zheng Shou:
UENR-600K: A Large-Scale Physically Grounded Dataset for Nighttime Video Deraining. CoRR abs/2604.04402 (2026)
[i225]
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  - journals/corr/abs-2604-04707
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DataFlow Team, Bohan Zeng, Daili Hua, Kaixin Zhu, Yifan Dai, Bozhou Li, Yuran Wang, Chengzhuo Tong, Yifan Yang, Mingkun Chang, Jianbin Zhao, Zhou Liu, Hao Liang, Xiaochen Ma, Ruichuan An, Junbo Niu, Zimo Meng, Tianyi Bai, Meiyi Qiang, Huanyao Zhang, Zhiyou Xiao, Tianyu Guo, Qinhan Yu, Runhao Zhao, Zhengpin Li, Xinyi Huang, Yisheng Pan, Yiwen Tang, Yang Shi, Yue Ding, Xinlong Chen, Hongcheng Gao, Minglei Shi, Jialong Wu, Zekun Wang, Yuanxing Zhang, Xintao Wang, Pengfei Wan, Yiren Song, Mike Zheng Shou, Wentao Zhang:
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models. CoRR abs/2604.04707 (2026)
[i224]
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  - journals/corr/abs-2604-07429
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Mingyu Ouyang, Siyuan Hu, Kevin Qinghong Lin, Hwee Tou Ng, Mike Zheng Shou:
GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents. CoRR abs/2604.07429 (2026)
[i223]
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  - journals/corr/abs-2604-22748
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Meng Chu, Xuan Billy Zhang, Kevin Qinghong Lin, Lingdong Kong, Jize Zhang, Teng Tu, Weijian Ma, Ziqi Huang, Senqiao Yang, Wei Huang, Yeying Jin, Zhefan Rao, Jinhui Ye, Xinyu Lin, Xichen Zhang, Qisheng Hu, Shuai Yang, Leyang Shen, Wei Chow, Yifei Dong, Fengyi Wu, Quanyu Long, Bin Xia, Shaozuo Yu, Mingkang Zhu, Wenhu Zhang, Jiehui Huang, Haokun Gui, Haoxuan Che, Long Chen, Qifeng Chen, Wenxuan Zhang, Wenya Wang, Xiaojuan Qi, Yang Deng, Yanwei Li, Mike Zheng Shou, Zhi-Qi Cheng, See-Kiong Ng, Ziwei Liu, Philip Torr, Jiaya Jia:
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond. CoRR abs/2604.22748 (2026)
[i222]
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  - journals/corr/abs-2605-06535
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Ziyun Zeng, Yiqi Lin, Guoqiang Liang, Mike Zheng Shou:
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance. CoRR abs/2605.06535 (2026)
[i221]
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  - journals/corr/abs-2605-07381
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Yanzhe Chen, Kevin Yuchen Ma, Qi Lv, Yiqi Lin, Zechen Bai, Chen Gao, Mike Zheng Shou:
Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation. CoRR abs/2605.07381 (2026)
[i220]
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  - journals/corr/abs-2605-12038
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Yiren Song, Xiyao Deng, Pei Yang, Yihan Wang, Mike Zheng Shou:
OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation. CoRR abs/2605.12038 (2026)
[i219]
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  - journals/corr/abs-2605-12090
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Siyin Wang, Junhao Shi, Zhaoyang Fu, Xinzhe He, Feihong Liu, Chenchen Yang, Yikang Zhou, Zhaoye Fei, Jingjing Gong, Jinlan Fu, Mike Zheng Shou, Xuanjing Huang, Xipeng Qiu, Yu-Gang Jiang:
World Action Models: The Next Frontier in Embodied AI. CoRR abs/2605.12090 (2026)
[i218]
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  - journals/corr/abs-2605-13724
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Yuchao Gu, Guian Fang, Yuxin Jiang, Weijia Mao, Song Han, Han Cai, Mike Zheng Shou:
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation. CoRR abs/2605.13724 (2026)
[i217]
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  - journals/corr/abs-2605-17019
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Yiren Song, Cheng Liu, Yuxin Jiang, Mike Zheng Shou:
StreamingEffect: Real-Time Human-Centric Video Effect Generation. CoRR abs/2605.17019 (2026)
[i216]
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  - journals/corr/abs-2605-17312
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Yiren Song, Wangzi Yao, Haofan Wang, Mike Zheng Shou:
VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers. CoRR abs/2605.17312 (2026)
[i215]
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  - journals/corr/abs-2605-17423
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Yiren Song, Huilin Zhong, Kevin Qinghong Lin, Haofan Wang, Mike Zheng Shou:
Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration. CoRR abs/2605.17423 (2026)
[i214]
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  - journals/corr/abs-2605-19319
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Yiren Song, Yihan Wang, Xiyao Deng, Zhuoran Yan, Mike Zheng Shou:
SWEET: Sparse World Modeling with Image Editing for Embodied Task Execution. CoRR abs/2605.19319 (2026)
[i213]
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  - journals/corr/abs-2606-01399
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Heyuan Gao, Bangxun Tang, Yiren Song, Guian Fang, Zijian He, Jie Yang, Mike Zheng Shou:
PAI-Studio: Cinematic Video Background Replacement with Camera-Aware Motion. CoRR abs/2606.01399 (2026)
[i212]
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  - journals/corr/abs-2606-03951
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Zechen Bai, Zhiheng Chen, Yiqi Lin, Kevin Qinghong Lin, Difei Gao, Xiangwu Guo, Xin Wang, Mike Zheng Shou:
Demo2Tutorial: From Human Experience to Multimodal Software Tutorials. CoRR abs/2606.03951 (2026)
[i211]
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  - journals/corr/abs-2606-04811
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Rui Zhao, Kaiming Yang, Jifeng Zhu, Siyang Chen, Ziqi Wang, Weijia Wu, Kevin Qinghong Lin, Heng Wang, Mike Zheng Shou:
Dream.exe: Can Video Generation Models Dream Executable Robot Manipulation? CoRR abs/2606.04811 (2026)
[i210]
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  - journals/corr/abs-2606-06904
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Pei Yang, Hai Ci, Yanzhe Chen, Qi Lv, Han Cai, Mike Zheng Shou:
ActionMap: Robot Policy Learning via Voxel Action Heatmap. CoRR abs/2606.06904 (2026)
[i209]
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  - journals/corr/abs-2606-24448
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Danze Chen, Yanzhe Chen, Qiming Huang, Zhijun Cao, Chen Gao, Mike Zheng Shou:
Supervise What Survives: Geometry-Guided VLA Adaptation from Synthetic Robot Videos. CoRR abs/2606.24448 (2026)
[i208]
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  - journals/corr/abs-2606-31392
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Binjie Zhang, Mike Zheng Shou:
ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents. CoRR abs/2606.31392 (2026)
2025
[i207]
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  - journals/corr/abs-2502-01105
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Yiren Song, Danze Chen, Mike Zheng Shou:
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer. CoRR abs/2502.01105 (2025)
[i206]
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Yiren Song, Cheng Liu, Mike Zheng Shou:
MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation. CoRR abs/2502.01572 (2025)
[i205]
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  - journals/corr/abs-2502-06474
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Weijia Mao, Zhenheng Yang, Mike Zheng Shou:
UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths. CoRR abs/2502.06474 (2025)
[i204]
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Henry Hengyuan Zhao, Difei Gao, Mike Zheng Shou:
WorldGUI: Dynamic Testing for Comprehensive Desktop GUI Automation. CoRR abs/2502.08047 (2025)
[i203]
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  - journals/corr/abs-2502-12054
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Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu:
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. CoRR abs/2502.12054 (2025)
[i202]
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  - journals/corr/abs-2502-14397
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Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang, Mike Zheng Shou, Jiaming Liu:
PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data. CoRR abs/2502.14397 (2025)
[i201]
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  - journals/corr/abs-2502-15027
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Henry Hengyuan Zhao, Wenqi Pei, Yifei Tao, Haiyang Mei, Mike Zheng Shou:
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models via Human Feedback. CoRR abs/2502.15027 (2025)
[i200]
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  - journals/corr/abs-2503-01774
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Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling:
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models. CoRR abs/2503.01774 (2025)
[i199]
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  - journals/corr/abs-2503-03651
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Rui Zhao, Weijia Mao, Mike Zheng Shou:
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles. CoRR abs/2503.03651 (2025)
[i198]
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Weijia Wu, Zeyu Zhu, Mike Zheng Shou:
Automated Movie Generation via Multi-Agent CoT Planning. CoRR abs/2503.07314 (2025)
[i197]
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Yuxin Jiang, Liming Jiang, Shuai Yang, Jia-Wei Liu, Ivor W. Tsang, Mike Zheng Shou:
Balanced Image Stylization with Style Matching Score. CoRR abs/2503.07601 (2025)
[i196]
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Pei Yang, Hai Ci, Mike Zheng Shou:
In-Context Defense in Computer Agents: An Empirical Study. CoRR abs/2503.09241 (2025)
[i195]
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Kevin Qinghong Lin, Mike Zheng Shou:
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary. CoRR abs/2503.09402 (2025)
[i194]
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Lingmin Ran, Mike Zheng Shou:
TPDiff: Temporal Pyramid Video Diffusion Model. CoRR abs/2503.09566 (2025)
[i193]
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Lan Chen, Qi Mao, Yuchao Gu, Mike Zheng Shou:
Edit Transfer: Learning Image Editing via Vision In-Context Relations. CoRR abs/2503.13327 (2025)
[i192]
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Ye Liu, Kevin Qinghong Lin, Chang Wen Chen, Mike Zheng Shou:
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning. CoRR abs/2503.13444 (2025)
[i191]
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Zechen Bai, Hai Ci, Mike Zheng Shou:
Impossible Videos. CoRR abs/2503.14378 (2025)
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Yuchao Gu, Weijia Mao, Mike Zheng Shou:
Long-Context Autoregressive Video Modeling with Next-Frame Prediction. CoRR abs/2503.19325 (2025)
[i189]
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Zhiwei Yang, Chen Gao, Jing Liu, Peng Wu, Guansong Pang, Mike Zheng Shou:
AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis. CoRR abs/2503.21904 (2025)
[i188]
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Qi Mao, Lan Chen, Yuchao Gu, Mike Zheng Shou, Ming-Hsuan Yang:
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model. CoRR abs/2504.05594 (2025)
[i187]
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Siyi Jiao, Wenzheng Zeng, Yerong Li, Huayu Zhang, Changxin Gao, Nong Sang, Mike Zheng Shou:
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation. CoRR abs/2504.14606 (2025)
[i186]
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Joya Chen, Ziyun Zeng, Yiqi Lin, Wei Li, Zejun Ma, Mike Zheng Shou:
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale. CoRR abs/2504.16030 (2025)
[i185]
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Zekai Li, Xinhao Zhong, Samir Khaki, Zhiyuan Liang, Yuhao Zhou, Mingjia Shi, Ziqiao Wang, Xuanlei Zhao, Wangbo Zhao, Ziheng Qin, Mengxuan Wu, Pengfei Zhou, Haonan Wang, David Junhao Zhang, Jia-Wei Liu, Shaobo Wang, Dai Liu, Linfeng Zhang, Guang Li, Kun Wang, Zheng Zhu, Zhiheng Ma, Joey Tianyi Zhou, Jiancheng Lv, Yaochu Jin, Peihao Wang, Kaipeng Zhang, Lingjuan Lyu, Yiran Huang, Zeynep Akata, Zhiwei Deng, Xindi Wu, George Cazenavette, Yuzhang Shang, Justin Cui, Jindong Gu, Qian Zheng, Hao Ye, Shuo Wang, Xiaobo Wang, Yan Yan, Angela Yao, Mike Zheng Shou, Tianlong Chen, Hakan Bilen, Baharan Mirzasoleiman, Manolis Kellis, Konstantinos N. Plataniotis, Zhangyang Wang, Bo Zhao, Yang You, Kai Wang:
DD-Ranking: Rethinking the Evaluation of Dataset Distillation. CoRR abs/2505.13300 (2025)
[i184]
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Jiaqi Wang, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou:
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models. CoRR abs/2505.16854 (2025)
[i183]
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Yiren Song, Cheng Liu, Mike Zheng Shou:
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data. CoRR abs/2505.18445 (2025)
[i182]
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Weijia Mao, Zhenheng Yang, Mike Zheng Shou:
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning. CoRR abs/2505.23380 (2025)
[i181]
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Ziteng Gao, Mike Zheng Shou:
D-AR: Diffusion via Autoregressive Models. CoRR abs/2505.23660 (2025)
[i180]
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  - journals/corr/abs-2506-01304
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Haiyang Mei, Pengyu Zhang, Mike Zheng Shou:
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost. CoRR abs/2506.01304 (2025)
[i179]
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Pei Yang, Hai Ci, Mike Zheng Shou:
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents. CoRR abs/2506.04135 (2025)
[i178]
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Jinheng Xie, Zhenheng Yang, Mike Zheng Shou:
Show-o2: Improved Native Unified Multimodal Models. CoRR abs/2506.15564 (2025)
[i177]
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Guian Fang, Yuchao Gu, Mike Zheng Shou:
FramePrompt: In-context Controllable Animation with Zero Structural Changes. CoRR abs/2506.17301 (2025)
[i176]
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Jianxin Bi, Kevin Yuchen Ma, Ce Hao, Mike Zheng Shou, Harold Soh:
VLA-Touch: Enhancing Vision-Language-Action Models with Dual-Level Tactile Feedback. CoRR abs/2507.17294 (2025)
[i175]
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Zeyu Zhu, Weijia Wu, Mike Zheng Shou:
Multi-human Interactive Talking Dataset. CoRR abs/2508.03050 (2025)
[i174]
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Weijia Wu, Chen Gao, Joya Chen, Kevin Qinghong Lin, Qingwei Meng, Yiming Zhang, Yuke Qiu, Hong Zhou, Mike Zheng Shou:
Reinforcement Learning in Vision: A Survey. CoRR abs/2508.08189 (2025)
[i173]
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  - journals/corr/abs-2508-19852
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Binjie Zhang, Mike Zheng Shou:
Ego-centric Predictive Model Conditioned on Hand Trajectories. CoRR abs/2508.19852 (2025)
[i172]
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Jiazheng Xing, Hai Ci, Hongbin Xu, Hangjie Yuan, Yong Liu, Mike Zheng Shou:
OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization. CoRR abs/2508.21727 (2025)
[i171]
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  - journals/corr/abs-2509-01986
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Ziyun Zeng, Junhao Zhang, Wei Li, Mike Zheng Shou:
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing. CoRR abs/2509.01986 (2025)
[i170]
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Xinyu Zhang, Yuxuan Dong, Lingling Zhang, Chengyou Jia, Zhuohang Dang, Basura Fernando, Jun Liu, Mike Zheng Shou:
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models. CoRR abs/2509.22010 (2025)
[i169]
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Yuxin Jiang, Yuchao Gu, Yiren Song, Ivor W. Tsang, Mike Zheng Shou:
Personalized Vision via Visual In-Context Learning. CoRR abs/2509.25172 (2025)
[i168]
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Zhiwei Yang, Chen Gao, Mike Zheng Shou:
PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer. CoRR abs/2509.26386 (2025)
[i167]
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Yanzhe Chen, Kevin Qinghong Lin, Mike Zheng Shou:
Code2Video: A Code-centric Paradigm for Educational Video Generation. CoRR abs/2510.01174 (2025)
[i166]
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  - journals/corr/abs-2510-05096
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Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou:
Paper2Video: Automatic Video Generation from Scientific Papers. CoRR abs/2510.05096 (2025)
[i165]
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  - journals/corr/abs-2510-06068
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Heng Zhang, Kevin Yuchen Ma, Mike Zheng Shou, Weisi Lin, Yan Wu:
Cross-Embodiment Dexterous Hand Articulation Generation via Morphology-Aware Learning. CoRR abs/2510.06068 (2025)
[i164]
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  - journals/corr/abs-2510-18703
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Yiqi Lin, Alex Jinpeng Wang, Linjie Li, Zhengyuan Yang, Mike Zheng Shou:
Exploring a Unified Vision-Centric Contrastive Alternatives on Multi-Modal Web Documents. CoRR abs/2510.18703 (2025)
[i163]
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  - journals/corr/abs-2511-06417
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Xiangwu Guo, Difei Gao, Mike Zheng Shou:
AUTO-Explorer: Automated Data Collection for GUI Agent. CoRR abs/2511.06417 (2025)
[i162]
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  - journals/corr/abs-2511-15567
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Kevin Qinghong Lin, Siyuan Hu, Linjie Li, Zhengyuan Yang, Lijuan Wang, Philip Torr, Mike Zheng Shou:
Computer-Use Agents as Judges for Generative User Interface. CoRR abs/2511.15567 (2025)
[i161]
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Yiqing Shi, Yiren Song, Mike Zheng Shou:
Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers. CoRR abs/2511.18673 (2025)
[i160]
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  - journals/corr/abs-2511-19111
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Hai Ci, Ziheng Peng, Pei Yang, Yingxin Xuan, Mike Zheng Shou:
DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection. CoRR abs/2511.19111 (2025)
[i159]
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  - journals/corr/abs-2511-20256
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Weijia Mao, Hao Chen, Zhenheng Yang, Mike Zheng Shou:
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation. CoRR abs/2511.20256 (2025)
[i158]
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  - journals/corr/abs-2511-20614
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Ziheng Ouyang, Yiren Song, Yaoli Liu, Shihao Zhu, Qibin Hou, Ming-Ming Cheng, Mike Zheng Shou:
The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment. CoRR abs/2511.20614 (2025)
[i157]
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  - journals/corr/abs-2511-22098
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Quanjian Song, Yiren Song, Kelly Peng, Yuan Gao, Mike Zheng Shou:
WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation. CoRR abs/2511.22098 (2025)
[i156]
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Haiyang Mei, Qiming Huang, Hai Ci, Mike Zheng Shou:
RobotSeg: A Model and Dataset for Segmenting Robots in Image and Video. CoRR abs/2511.22950 (2025)
[i155]
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Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou:
X-Humanoid: Robotize Human Videos to Generate Humanoid Videos at Scale. CoRR abs/2512.04537 (2025)
[i154]
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Cheng Liu, Yiren Song, Haofan Wang, Mike Zheng Shou:
OmniPSD: Layered PSD Generation with Diffusion Transformer. CoRR abs/2512.09247 (2025)
[i153]
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  - journals/corr/abs-2512-09406
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Hai Ci, Xiaokang Liu, Pei Yang, Yiren Song, Mike Zheng Shou:
H2R-Grounder: A Paired-Data-Free Paradigm for Translating Human Interaction Videos into Physically Grounded Robot Videos. CoRR abs/2512.09406 (2025)
[i152]
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  - journals/corr/abs-2512-14666
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Zechen Bai, Chen Gao, Mike Zheng Shou:
EVOLVE-VLA: Test-Time Training from Environment Feedback for Vision-Language-Action Models. CoRR abs/2512.14666 (2025)
[i151]
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  - journals/corr/abs-2512-17253
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Yiren Song, Cheng Liu, Weijia Mao, Mike Zheng Shou:
Mitty: Diffusion-based Human-to-Robot Video Generation. CoRR abs/2512.17253 (2025)
[i150]
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Wenzheng Zeng, Difei Gao, Mike Zheng Shou, Hwee Tou Ng:
Factorized Learning for Temporally Grounded Video-Language Models. CoRR abs/2512.24097 (2025)
[i149]
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Siyuan Hu, Kevin Qinghong Lin, Mike Zheng Shou:
ShowUI-π: Flow-based Generative Models as GUI Dexterous Hands. CoRR abs/2512.24965 (2025)
2024
[i148]
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  - journals/corr/abs-2401-00849
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Alex Jinpeng Wang, Linjie Li, Kevin Qinghong Lin, Jianfeng Wang, Kevin Lin, Zhengyuan Yang, Lijuan Wang, Mike Zheng Shou:
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training. CoRR abs/2401.00849 (2024)
[i147]
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David Junhao Zhang, Dongxu Li, Hung Le, Mike Zheng Shou, Caiming Xiong, Doyen Sahoo:
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions. CoRR abs/2401.01827 (2024)
[i146]
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Jay Zhangjie Wu, Guian Fang, Haoning Wu, Xintao Wang, Yixiao Ge, Xiaodong Cun, David Junhao Zhang, Jia-Wei Liu, Yuchao Gu, Rui Zhao, Weisi Lin, Wynne Hsu, Ying Shan, Mike Zheng Shou:
Towards A Better Metric for Text-to-Video Generation. CoRR abs/2401.07781 (2024)
[i145]
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Juan Hu, Xin Liao, Difei Gao, Satoshi Tsutsui, Qian Wang, Zheng Qin, Mike Zheng Shou:
Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces. CoRR abs/2401.13516 (2024)
[i144]
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Zongbo Han, Zechen Bai, Haiyang Mei, Qianli Xu, Changqing Zhang, Mike Zheng Shou:
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models. CoRR abs/2402.01345 (2024)
[i143]
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Zechen Bai, Peng Chen, Xiaolan Peng, Lu Liu, Hui Chen, Mike Zheng Shou, Feng Tian:
Bring Your Own Character: A Holistic Solution for Automatic Facial Animation Generation of Customized Characters. CoRR abs/2402.13724 (2024)
[i142]
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Weijia Wu, Zhuang Li, Yuchao Gu, Rui Zhao, Yefei He, David Junhao Zhang, Mike Zheng Shou, Yan Li, Tingting Gao, Di Zhang:
DragAnything: Motion Control for Anything using Entity Representation. CoRR abs/2403.07420 (2024)
[i141]
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Jingtao Sun, Yaonan Wang, Mingtao Feng, Chao Ding, Mike Zheng Shou, Ajmal Saeed Mian:
Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation. CoRR abs/2403.12728 (2024)
[i140]
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Wentian Zhang, Haozhe Liu, Jinheng Xie, Francesco Faccio, Mike Zheng Shou, Jürgen Schmidhuber:
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models. CoRR abs/2404.02747 (2024)
[i139]
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Hai Ci, Pei Yang, Yiren Song, Mike Zheng Shou:
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification. CoRR abs/2404.14055 (2024)
[i138]
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Jinheng Xie, Jiajun Feng, Zhaoxu Tian, Kevin Qinghong Lin, Yawen Huang, Xi Xia, Nanxu Gong, Xu Zuo, Jiaqi Yang, Yefeng Zheng, Mike Zheng Shou:
Learning Long-form Video Prior via Generative Pre-Training. CoRR abs/2404.15909 (2024)
[i137]
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Zechen Bai, Pichao Wang, Tianjun Xiao, Tong He, Zongbo Han, Zheng Zhang, Mike Zheng Shou:
Hallucination of Multimodal Large Language Models: A Survey. CoRR abs/2404.18930 (2024)
[i136]
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Henry Hengyuan Zhao, Pan Zhou, Difei Gao, Mike Zheng Shou:
LOVA3: Learning to Visual Question Answering, Asking and Assessment. CoRR abs/2405.14974 (2024)
[i135]
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Feipeng Ma, Hongwei Xue, Guangting Wang, Yizhou Zhou, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun:
Multi-Modal Generative Embedding Model. CoRR abs/2405.19333 (2024)
[i134]
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Feipeng Ma, Hongwei Xue, Guangting Wang, Yizhou Zhou, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun:
Visual Perception by Large Language Model's Weights. CoRR abs/2405.20339 (2024)
[i133]
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  - journals/corr/abs-2406-02547
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Alex Jinpeng Wang, Linjie Li, Yiqi Lin, Min Li, Lijuan Wang, Mike Zheng Shou:
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning. CoRR abs/2406.02547 (2024)
[i132]
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Yiren Song, Shijie Huang, Chen Yao, Xiaojun Ye, Hai Ci, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou:
ProcessPainter: Learn Painting Process from Sequence Data. CoRR abs/2406.06062 (2024)
[i131]
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Hai Ci, Yiren Song, Pei Yang, Jinheng Xie, Mike Zheng Shou:
WMAdapter: Adding WaterMark Control to Latent Diffusion Models. CoRR abs/2406.08337 (2024)
[i130]
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Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou:
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? CoRR abs/2406.09026 (2024)
[i129]
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  - journals/corr/abs-2406-10227
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Kevin Qinghong Lin, Linjie Li, Difei Gao, Qinchen Wu, Mingyi Yan, Zhengyuan Yang, Lijuan Wang, Mike Zheng Shou:
VideoGUI: A Benchmark for GUI Automation from Instructional Videos. CoRR abs/2406.10227 (2024)
[i128]
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Joya Chen, Zhaoyang Lv, Shiwei Wu, Kevin Qinghong Lin, Chenan Song, Difei Gao, Jia-Wei Liu, Ziteng Gao, Dongxing Mao, Mike Zheng Shou:
VideoLLM-online: Online Video Large Language Model for Streaming Video. CoRR abs/2406.11816 (2024)
[i127]
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Qinchen Wu, Difei Gao, Kevin Qinghong Lin, Zhuoyu Wu, Xiangwu Guo, Peiran Li, Weichen Zhang, Hengxu Wang, Mike Zheng Shou:
GUI Action Narrator: Where and When Did That Action Take Place? CoRR abs/2406.13719 (2024)
[i126]
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  - journals/corr/abs-2407-09521
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Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang:
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition. CoRR abs/2407.09521 (2024)
[i125]
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  - journals/corr/abs-2407-21757
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Kevin Qinghong Lin, Pengchuan Zhang, Difei Gao, Xide Xia, Joya Chen, Ziteng Gao, Jinheng Xie, Xuhong Xiao, Mike Zheng Shou:
Learning Video Context as Interleaved Multimodal Sequences. CoRR abs/2407.21757 (2024)
[i124]
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  - journals/corr/abs-2408-07249
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Zechen Bai, Tianjun Xiao, Tong He, Pichao Wang, Zheng Zhang, Thomas Brox, Mike Zheng Shou:
GQE: Generalized Query Expansion for Enhanced Text-Video Retrieval. CoRR abs/2408.07249 (2024)
[i123]
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  - journals/corr/abs-2408-12528
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Jinheng Xie, Weijia Mao, Zechen Bai, David Junhao Zhang, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou:
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation. CoRR abs/2408.12528 (2024)
[i122]
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Shiwei Wu, Joya Chen, Kevin Qinghong Lin, Qimeng Wang, Yan Gao, Qianli Xu, Tong Xu, Yao Hu, Enhong Chen, Mike Zheng Shou:
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation. CoRR abs/2408.16730 (2024)
[i121]
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  - journals/corr/abs-2409-19375
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Zongbo Han, Jialong Yang, Junfan Li, Qinghua Hu, Qianli Xu, Mike Zheng Shou, Changqing Zhang:
DOTA: Distributional Test-Time Adaptation of Vision-Language Models. CoRR abs/2409.19375 (2024)
[i120]
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Zhongcong Xu, Chaoyue Song, Guoxian Song, Jianfeng Zhang, Jun Hao Liew, Hongyi Xu, You Xie, Linjie Luo, Guosheng Lin, Jiashi Feng, Mike Zheng Shou:
High Quality Human Image Animation using Regional Supervision and Motion Blur Condition. CoRR abs/2409.19580 (2024)
[i119]
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  - journals/corr/abs-2409-19603
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Zechen Bai, Tong He, Haiyang Mei, Pichao Wang, Ziteng Gao, Joya Chen, Lei Liu, Zheng Zhang, Mike Zheng Shou:
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos. CoRR abs/2409.19603 (2024)
[i118]
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Ziyu Wang, Shuangpeng Han, Mike Zheng Shou, Mengmi Zhang:
Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos. CoRR abs/2410.03858 (2024)
[i117]
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  - journals/corr/abs-2410-05470
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Yepeng Liu, Yiren Song, Hai Ci, Yu Zhang, Haofan Wang, Mike Zheng Shou, Yuheng Bu:
Image Watermarks are Removable Using Controllable Regeneration from Clean Noise. CoRR abs/2410.05470 (2024)
[i116]
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  - journals/corr/abs-2410-07133
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Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Jay Zhangjie Wu, Junhao Zhang, Yingya Zhang, Mike Zheng Shou:
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. CoRR abs/2410.07133 (2024)
[i115]
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  - journals/corr/abs-2410-09592
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Hongbin Xu, Weitao Chen, Zhipeng Zhou, Feng Xiao, Baigui Sun, Mike Zheng Shou, Wenxiong Kang:
ControLRM: Fast and Controllable 3D Generation via Large Reconstruction Model. CoRR abs/2410.09592 (2024)
[i114]
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  - journals/corr/abs-2410-20986
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Zijie Ye, Jia-Wei Liu, Jia Jia, Shikun Sun, Mike Zheng Shou:
Skinned Motion Retargeting with Dense Geometric Interaction Perception. CoRR abs/2410.20986 (2024)
[i113]
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  - journals/corr/abs-2411-05003
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David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz:
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning. CoRR abs/2411.05003 (2024)
[i112]
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Siyuan Hu, Mingyu Ouyang, Difei Gao, Mike Zheng Shou:
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use. CoRR abs/2411.10323 (2024)
[i111]
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Binqian Xu, Xiangbo Shu, Haiyang Mei, Guosen Xie, Basura Fernando, Mike Zheng Shou, Jinhui Tang:
FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data. CoRR abs/2411.14717 (2024)
[i110]
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  - journals/corr/abs-2411-15262
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Weijia Wu, Mingyu Liu, Zeyu Zhu, Xi Xia, Haoen Feng, Wen Wang, Kevin Qinghong Lin, Chunhua Shen, Mike Zheng Shou:
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation. CoRR abs/2411.15262 (2024)
[i109]
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  - journals/corr/abs-2411-16681
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Zechen Bai, Jianxiong Gao, Ziteng Gao, Pichao Wang, Zheng Zhang, Tong He, Mike Zheng Shou:
Factorized Visual Tokenization and Generation. CoRR abs/2411.16681 (2024)
[i108]
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  - journals/corr/abs-2411-17465
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Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Weixian Lei, Lijuan Wang, Mike Zheng Shou:
ShowUI: One Vision-Language-Action Model for GUI Visual Agent. CoRR abs/2411.17465 (2024)
[i107]
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  - journals/corr/abs-2411-17949
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Yuchao Gu, Yipin Zhou, Yunfan Ye, Yixin Nie, Licheng Yu, Pingchuan Ma, Kevin Qinghong Lin, Mike Zheng Shou:
ROICtrl: Boosting Instance Control for Visual Generation. CoRR abs/2411.17949 (2024)
[i106]
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  - journals/corr/abs-2412-05980
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Yiren Song, Shengtao Lou, Xiaokang Liu, Hai Ci, Pei Yang, Jiaming Liu, Mike Zheng Shou:
Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation. CoRR abs/2412.05980 (2024)
[i105]
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  - journals/corr/abs-2412-11621
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Muhammet Furkan Ilaslan, Ali Koksal, Kevin Qinhong Lin, Burak Satar, Mike Zheng Shou, Qianli Xu:
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting. CoRR abs/2412.11621 (2024)
[i104]
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  - journals/corr/abs-2412-11638
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Yiren Song, Pei Yang, Hai Ci, Mike Zheng Shou:
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation. CoRR abs/2412.11638 (2024)
[i103]
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Yiren Song, Xiaokang Liu, Mike Zheng Shou:
DiffSim: Taming Diffusion Models for Evaluating Visual Similarity. CoRR abs/2412.14580 (2024)
2023
[i102]
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  - journals/corr/abs-2301-03046
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Ming Li, Jun Liu, Hehe Fan, Jiawei Liu, Jiahe Li, Mike Zheng Shou, Jussi Keppo:
STPrivacy: Spatio-Temporal Tubelet Sparsification and Anonymization for Privacy-preserving Action Recognition. CoRR abs/2301.03046 (2023)
[i101]
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  - journals/corr/abs-2302-08023
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Ziyu Wang, Mike Zheng Shou, Mengmi Zhang:
Object-centric Learning with Cyclic Walks between Parts and Whole. CoRR abs/2302.08023 (2023)
[i100]
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Juan Hu, Xin Liao, Difei Gao, Satoshi Tsutsui, Zheng Qin, Mike Zheng Shou:
DeepfakeMAE: Facial Part Consistency Aware Masked Autoencoder for Deepfake Video Detection. CoRR abs/2303.01740 (2023)
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Hengyuan Zhao, Hao Luo, Yuyang Zhao, Pichao Wang, Fan Wang, Mike Zheng Shou:
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm. CoRR abs/2303.07910 (2023)
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Shuning Chang, Pichao Wang, Ming Lin, Fan Wang, David Junhao Zhang, Rong Jin, Mike Zheng Shou:
Making Vision Transformers Efficient from A Token Sparsification View. CoRR abs/2303.08685 (2023)
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Weijia Wu, Yuzhong Zhao, Mike Zheng Shou, Hong Zhou, Chunhua Shen:
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models. CoRR abs/2303.11681 (2023)
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Joya Chen, Difei Gao, Kevin Qinghong Lin, Mike Zheng Shou:
Affordance Grounding from Demonstration Video to Target Image. CoRR abs/2303.14644 (2023)
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Shuning Chang, Pichao Wang, Fan Wang, Jiashi Feng, Mike Zheng Shou:
DOAD: Decoupled One Stage Action Detection Network. CoRR abs/2304.00254 (2023)
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Ziteng Gao, Zhan Tong, Limin Wang, Mike Zheng Shou:
SparseFormer: Sparse Visual Recognition via Limited Latent Tokens. CoRR abs/2304.03768 (2023)
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Binqian Xu, Xiangbo Shu, Rui Yan, Guo-Sen Xie, Yixiao Ge, Mike Zheng Shou:
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning. CoRR abs/2304.04023 (2023)
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Jiahong Li, Mike Zheng Shou, Umapada Pal, Dimosthenis Karatzas, Xiang Bai:
ICDAR 2023 Video Text Reading Competition for Dense and Small Text. CoRR abs/2304.04376 (2023)
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Jinheng Xie, Zhaochuan Luo, Yuexiang Li, Haozhe Liu, Linlin Shen, Mike Zheng Shou:
Open-World Weakly-Supervised Object Localization. CoRR abs/2304.08271 (2023)
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Jiawei Liu, Yan-Pei Cao, Tianyuan Yang, Eric Zhongcong Xu, Jussi Keppo, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
HOSNeRF: Dynamic Human-Object-Scene Neural Radiance Fields from a Single Video. CoRR abs/2304.12281 (2023)
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  - journals/corr/abs-2305-03347
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Jiahong Li, Hong Zhou, Mike Zheng Shou, Xiang Bai:
A Large Cross-Modal Video Retrieval Dataset with Reading Comprehension. CoRR abs/2305.03347 (2023)
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Juan Hu, Xin Liao, Difei Gao, Satoshi Tsutsui, Qian Wang, Zheng Qin, Mike Zheng Shou:
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection. CoRR abs/2305.05943 (2023)
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Jinheng Xie, Kai Ye, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng, Linlin Shen, Mike Zheng Shou:
VisorGPT: Learning Visual Prior via Generative Pre-Training. CoRR abs/2305.13777 (2023)
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Yuchao Gu, Xintao Wang, Jay Zhangjie Wu, Yujun Shi, Yunpeng Chen, Zihan Fan, Wuyou Xiao, Rui Zhao, Shuning Chang, Weijia Wu, Yixiao Ge, Ying Shan, Mike Zheng Shou:
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models. CoRR abs/2305.18292 (2023)
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Alex Jinpeng Wang, Kevin Qinghong Lin, David Junhao Zhang, Stan Weixian Lei, Mike Zheng Shou:
Too Large; Data Reduction for Vision-Language Pre-Training. CoRR abs/2305.20087 (2023)
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Difei Gao, Lei Ji, Luowei Zhou, Kevin Qinghong Lin, Joya Chen, Zihan Fan, Mike Zheng Shou:
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn. CoRR abs/2306.08640 (2023)
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Binjie Zhang, Yixiao Ge, Xuyuan Xu, Ying Shan, Mike Zheng Shou:
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter. CoRR abs/2306.12642 (2023)
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Zhijian Hou, Lei Ji, Difei Gao, Wanjun Zhong, Kun Yan, Chao Li, Wing-Kwong Chan, Chong-Wah Ngo, Nan Duan, Mike Zheng Shou:
GroundNLQ @ Ego4D Natural Language Queries Challenge 2023. CoRR abs/2306.15255 (2023)
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Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang:
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. CoRR abs/2307.05463 (2023)
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Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou:
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion. CoRR abs/2307.10816 (2023)
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Kevin Qinghong Lin, Pengchuan Zhang, Joya Chen, Shraman Pramanick, Difei Gao, Alex Jinpeng Wang, Rui Yan, Mike Zheng Shou:
UniVTG: Towards Unified Video-Language Temporal Grounding. CoRR abs/2307.16715 (2023)
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Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen:
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models. CoRR abs/2308.06160 (2023)
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Shuning Chang, Pichao Wang, Hao Luo, Fan Wang, Mike Zheng Shou:
Revisiting Vision Transformer from the View of Path Ensemble. CoRR abs/2308.06548 (2023)
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  - journals/corr/abs-2308-06739
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David Junhao Zhang, Mutian Xu, Chuhui Xue, Wenqing Zhang, Xiaoguang Han, Song Bai, Mike Zheng Shou:
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks. CoRR abs/2308.06739 (2023)
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  - journals/corr/abs-2308-09921
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Juan Hu, Xin Liao, Difei Gao, Satoshi Tsutsui, Qian Wang, Zheng Qin, Mike Zheng Shou:
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces. CoRR abs/2308.09921 (2023)
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  - journals/corr/abs-2308-10185
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Weixian Lei, Yixiao Ge, Jianfeng Zhang, Dylan Sun, Kun Yi, Ying Shan, Mike Zheng Shou:
ViT-Lens: Towards Omni-modal Representations. CoRR abs/2308.10185 (2023)
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  - journals/corr/abs-2309-07698
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David Junhao Zhang, Heng Wang, Chuhui Xue, Rui Yan, Wenqing Zhang, Song Bai, Mike Zheng Shou:
Dataset Condensation via Generative Model. CoRR abs/2309.07698 (2023)
[i72]
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Henry Hengyuan Zhao, Pichao Wang, Yuyang Zhao, Hao Luo, Fan Wang, Mike Zheng Shou:
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels. CoRR abs/2309.08513 (2023)
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  - journals/corr/abs-2309-09469
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Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li:
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks. CoRR abs/2309.09469 (2023)
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  - journals/corr/abs-2309-09858
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Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He:
Unsupervised Open-Vocabulary Object Localization in Videos. CoRR abs/2309.09858 (2023)
[i69]
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  - journals/corr/abs-2309-12865
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Xizhe Xue, Haokui Zhang, Ying Li, Liuwei Wan, Zongwen Bai, Mike Zheng Shou:
Bridging Sensor Gaps via Single-Direction Tuning for Hyperspectral Image Classification. CoRR abs/2309.12865 (2023)
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David Junhao Zhang, Jay Zhangjie Wu, Jia-Wei Liu, Rui Zhao, Lingmin Ran, Yuchao Gu, Difei Gao, Mike Zheng Shou:
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation. CoRR abs/2309.15818 (2023)
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Rui Zhao, Yuchao Gu, Jay Zhangjie Wu, David Junhao Zhang, Jiawei Liu, Weijia Wu, Jussi Keppo, Mike Zheng Shou:
MotionDirector: Motion Customization of Text-to-Video Diffusion Models. CoRR abs/2310.08465 (2023)
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  - journals/corr/abs-2310-10624
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Jiawei Liu, Yan-Pei Cao, Jay Zhangjie Wu, Weijia Mao, Yuchao Gu, Rui Zhao, Jussi Keppo, Ying Shan, Mike Zheng Shou:
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing. CoRR abs/2310.10624 (2023)
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  - journals/corr/abs-2310-16002
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Jinbin Bai, Zhen Dong, Aosong Feng, Xiao Zhang, Tian Ye, Kaicheng Zhou, Mike Zheng Shou:
Integrating View Conditions for Image Synthesis. CoRR abs/2310.16002 (2023)
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  - journals/corr/abs-2310-16003
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Jay Zhangjie Wu, Xiuyu Li, Difei Gao, Zhen Dong, Jinbin Bai, Aishani Singh, Xiaoyu Xiang, Youzeng Li, Zuwei Huang, Yuanxi Sun, Rui He, Feng Hu, Junhua Hu, Hai Huang, Hanyu Zhu, Xu Cheng, Jie Tang, Mike Zheng Shou, Kurt Keutzer, Forrest N. Iandola:
CVPR 2023 Text Guided Video Editing Competition. CoRR abs/2310.16003 (2023)
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  - journals/corr/abs-2311-13574
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Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Jiashi Feng, Mike Zheng Shou:
XAGen: 3D Expressive Human Avatars Generation. CoRR abs/2311.13574 (2023)
[i62]
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  - journals/corr/abs-2311-14284
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Weijia Wu, Zhuang Li, Yefei He, Mike Zheng Shou, Chunhua Shen, Lele Cheng, Yan Li, Tingting Gao, Di Zhang, Zhongyuan Wang:
Paragraph-to-Image Generation with Information-Enriched Diffusion Model. CoRR abs/2311.14284 (2023)
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  - journals/corr/abs-2311-16081
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Weixian Lei, Yixiao Ge, Kun Yi, Jianfeng Zhang, Difei Gao, Dylan Sun, Yuying Ge, Ying Shan, Mike Zheng Shou:
ViT-Lens-2: Gateway to Omni-modal Intelligence. CoRR abs/2311.16081 (2023)
[i60]
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  - journals/corr/abs-2311-16498
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Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Hanshu Yan, Jia-Wei Liu, Chenxu Zhang, Jiashi Feng, Mike Zheng Shou:
MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model. CoRR abs/2311.16498 (2023)
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  - journals/corr/abs-2311-17450
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Weijia Wu, Yuzhong Zhao, Zhuang Li, Lianlei Shan, Hong Zhou, Mike Zheng Shou:
Continual Learning for Image Segmentation with Dynamic Query. CoRR abs/2311.17450 (2023)
[i58]
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Yanqing Liu, Kai Wang, Wenqi Shao, Ping Luo, Yu Qiao, Mike Zheng Shou, Kaipeng Zhang, Yang You:
MLLMs-Augmented Visual-Language Representation Learning. CoRR abs/2311.18765 (2023)
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  - journals/corr/abs-2312-00583
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Bardienus Pieter Duisterhof, Zhao Mandi, Yunchao Yao, Jia-Wei Liu, Mike Zheng Shou, Shuran Song, Jeffrey Ichnowski:
MD-Splatting: Learning Metric Deformation from 4D Gaussians in Highly Deformable Scenes. CoRR abs/2312.00583 (2023)
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  - journals/corr/abs-2312-01987
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Ziteng Gao, Zhan Tong, Kevin Qinghong Lin, Joya Chen, Mike Zheng Shou:
Bootstrapping SparseFormers from Vision Foundation Models. CoRR abs/2312.01987 (2023)
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  - journals/corr/abs-2312-02015
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Yufei Shi, Beijia Lu, Jia-Wei Liu, Ming Li, Mike Zheng Shou:
ColonNeRF: Neural Radiance Fields for High-Fidelity Long-Sequence Colonoscopy Reconstruction. CoRR abs/2312.02015 (2023)
[i54]
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  - journals/corr/abs-2312-02087
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Yuchao Gu, Yipin Zhou, Bichen Wu, Licheng Yu, Jia-Wei Liu, Rui Zhao, Jay Zhangjie Wu, David Junhao Zhang, Mike Zheng Shou, Kevin Tang:
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence. CoRR abs/2312.02087 (2023)
[i53]
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  - journals/corr/abs-2312-02238
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Lingmin Ran, Xiaodong Cun, Jia-Wei Liu, Rui Zhao, Song Zijie, Xintao Wang, Jussi Keppo, Mike Zheng Shou:
X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model. CoRR abs/2312.02238 (2023)
[i52]
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  - journals/corr/abs-2312-06731
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Henry Hengyuan Zhao, Pan Zhou, Mike Zheng Shou:
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator. CoRR abs/2312.06731 (2023)
[i51]
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  - journals/corr/abs-2312-11396
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Qi Mao, Lan Chen, Yuchao Gu, Zhen Fang, Mike Zheng Shou:
MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance. CoRR abs/2312.11396 (2023)
[i50]
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  - journals/corr/abs-2312-13108
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Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou:
ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation. CoRR abs/2312.13108 (2023)
[i49]
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Weijia Mao, Yan-Pei Cao, Jia-Wei Liu, Zhongcong Xu, Mike Zheng Shou:
ShowRoom3D: Text to High-Quality 3D Room Generation Using 3D Priors. CoRR abs/2312.13324 (2023)
[i48]
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Yiqi Lin, Conghui He, Alex Jinpeng Wang, Bin Wang, Weijia Li, Mike Zheng Shou:
Parrot Captions Teach CLIP to Spot Text. CoRR abs/2312.14232 (2023)
2022
[i47]
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  - journals/corr/abs-2203-04203
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Benita Wong, Joya Chen, You Wu, Stan Weixian Lei, Dongxing Mao, Difei Gao, Mike Zheng Shou:
AssistQ: Affordance-centric Question-driven Task Completion for Egocentric Assistant. CoRR abs/2203.04203 (2022)
[i46]
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  - journals/corr/abs-2203-07303
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Alex Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
All in One: Exploring Unified Video-Language Pre-training. CoRR abs/2203.07303 (2022)
[i45]
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  - journals/corr/abs-2203-07720
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Guanyu Cai, Yixiao Ge, Alex Jinpeng Wang, Rui Yan, Xudong Lin, Ying Shan, Lianghua He, Xiaohu Qie, Jianping Wu, Mike Zheng Shou:
Revitalize Region Feature for Democratizing Video-Language Pre-training. CoRR abs/2203.07720 (2022)
[i44]
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  - journals/corr/abs-2203-15175
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Fan Ma, Mike Zheng Shou, Linchao Zhu, Haoqi Fan, Yilei Xu, Yi Yang, Zhicheng Yan:
Unified Transformer Tracker for Object Tracking. CoRR abs/2203.15175 (2022)
[i43]
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  - journals/corr/abs-2204-00486
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Yuxuan Wang, Difei Gao, Licheng Yu, Stan Weixian Lei, Matt Feiszli, Mike Zheng Shou:
GEB+: A benchmark for generic event boundary captioning, grounding and text-based retrieval. CoRR abs/2204.00486 (2022)
[i42]
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  - journals/corr/abs-2205-15595
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Satoshi Tsutsui, Weijia Mao, Sijing Lin, Yunyi Zhu, Murong Ma, Mike Zheng Shou:
Novel View Synthesis for High-fidelity Headshot Scenes. CoRR abs/2205.15595 (2022)
[i41]
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  - journals/corr/abs-2205-15723
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Jiawei Liu, Yan-Pei Cao, Weijia Mao, Wenqiao Zhang, David Junhao Zhang, Jussi Keppo, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes. CoRR abs/2205.15723 (2022)
[i40]
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  - journals/corr/abs-2206-00309
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Jay Zhangjie Wu, David Junhao Zhang, Wynne Hsu, Mengmi Zhang, Mike Zheng Shou:
Label-Efficient Online Continual Object Detection in Streaming Video. CoRR abs/2206.00309 (2022)
[i39]
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  - journals/corr/abs-2206-01670
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Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. CoRR abs/2206.01670 (2022)
[i38]
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  - journals/corr/abs-2206-02082
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Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR abs/2206.02082 (2022)
[i37]
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  - journals/corr/abs-2206-10326
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Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, Gang Chen, Mike Zheng Shou, Xiaokui Xiao, Meihui Zhang:
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. CoRR abs/2206.10326 (2022)
[i36]
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  - journals/corr/abs-2207-01334
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Kevin Qinghong Lin, Alex Jinpeng Wang, Rui Yan, Eric Zhongcong Xu, Rong-Cheng Tu, Yanru Zhu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. CoRR abs/2207.01334 (2022)
[i35]
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  - journals/corr/abs-2207-01622
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Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR abs/2207.01622 (2022)
[i34]
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  - journals/corr/abs-2208-09023
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Xizhe Xue, Dongdong Yu, Lingqiao Liu, Yu Liu, Ying Li, Zehuan Yuan, Ping Song, Mike Zheng Shou:
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization. CoRR abs/2208.09023 (2022)
[i33]
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  - journals/corr/abs-2208-12037
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Stan Weixian Lei, Difei Gao, Jay Zhangjie Wu, Yuxuan Wang, Wei Liu, Mengmi Zhang, Mike Zheng Shou:
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task. CoRR abs/2208.12037 (2022)
[i32]
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  - journals/corr/abs-2209-10918
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Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan:
CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding. CoRR abs/2209.10918 (2022)
[i31]
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  - journals/corr/abs-2210-06954
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Binjie Zhang, Shupeng Su, Yixiao Ge, Xuyuan Xu, Yexin Wang, Chun Yuan, Mike Zheng Shou, Ying Shan:
Darwinian Model Upgrades: Model Evolving with Selective Compatibility. CoRR abs/2210.06954 (2022)
[i30]
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  - journals/corr/abs-2211-08776
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Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan:
An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022. CoRR abs/2211.08776 (2022)
[i29]
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  - journals/corr/abs-2211-15470
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Parantak Singh, You Li, Ankur Sikarwar, Weixian Lei, Daniel Gao, Morgan Bruce Talbot, Ying Sun, Mike Zheng Shou, Gabriel Kreiman, Mengmi Zhang:
Learning to Learn: How to Continuously Teach Humans and Machines. CoRR abs/2211.15470 (2022)
[i28]
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  - journals/corr/abs-2212-03185
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Yuchao Gu, Xintao Wang, Yixiao Ge, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis. CoRR abs/2212.03185 (2022)
[i27]
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  - journals/corr/abs-2212-06384
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Eric Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Wenqing Zhang, Song Bai, Jiashi Feng, Mike Zheng Shou:
PV3D: A 3D Generative Model for Portrait Video Generation. CoRR abs/2212.06384 (2022)
[i26]
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  - journals/corr/abs-2212-09522
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Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou:
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. CoRR abs/2212.09522 (2022)
[i25]
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  - journals/corr/abs-2212-09737
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Alex Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan:
Position-guided Text Prompt for Vision-Language Pre-training. CoRR abs/2212.09737 (2022)
[i24]
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  - journals/corr/abs-2212-11565
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Jay Zhangjie Wu, Yixiao Ge, Xintao Wang, Weixian Lei, Yuchao Gu, Wynne Hsu, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation. CoRR abs/2212.11565 (2022)
2021
[i23]
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  - journals/corr/abs-2101-10511
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Mike Zheng Shou, Deepti Ghadiyaram, Weiyao Wang, Matt Feiszli:
Generic Event Boundary Detection: A Benchmark for Event Segmentation. CoRR abs/2101.10511 (2021)
[i22]
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  - journals/corr/abs-2107-06592
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Ruijie Tao, Zexu Pan, Rohan Kumar Das, Xinyuan Qian, Mike Zheng Shou, Haizhou Li:
Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection. CoRR abs/2107.06592 (2021)
[i21]
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Meng Cao, Can Zhang, Long Chen, Mike Zheng Shou, Yuexian Zou:
Deep Motion Prior for Weakly-Supervised Temporal Action Localization. CoRR abs/2108.05607 (2021)
[i20]
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Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan:
Searching for Two-Stream Models in Multivariate Space for Video Recognition. CoRR abs/2108.12957 (2021)
[i19]
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Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, Yuexian Zou:
On Pursuit of Designing Multi-modal Transformer for Video Grounding. CoRR abs/2109.06085 (2021)
[i18]
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  - journals/corr/abs-2110-07058
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Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR abs/2110.07058 (2021)
[i17]
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  - journals/corr/abs-2111-12527
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David Junhao Zhang, Kunchang Li, Yunpeng Chen, Yali Wang, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou:
MorphMLP: A Self-Attention Free, MLP-Like Backbone for Image and Video. CoRR abs/2111.12527 (2021)
[i16]
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  - journals/corr/abs-2111-14448
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Eric Zhongcong Xu, Zeyang Song, Chao Feng, Mang Ye, Mike Zheng Shou:
AVA-AVD: Audio-visual Speaker Diarization in the Wild. CoRR abs/2111.14448 (2021)
[i15]
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  - journals/corr/abs-2111-15050
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Stan Weixian Lei, Yuxuan Wang, Dongxing Mao, Difei Gao, Mike Zheng Shou:
AssistSR: Affordance-centric Question-driven Video Segment Retrieval. CoRR abs/2111.15050 (2021)
[i14]
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  - journals/corr/abs-2112-00656
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Alex Jinpeng Wang, Yixiao Ge, Guanyu Cai, Rui Yan, Xudong Lin, Ying Shan, Xiaohu Qie, Mike Zheng Shou:
Object-aware Video-language Pre-training for Retrieval. CoRR abs/2112.00656 (2021)
[i13]
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Rui Yan, Mike Zheng Shou, Yixiao Ge, Alex Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang:
Video-Text Pre-training with Learned Regions. CoRR abs/2112.01194 (2021)
2020
[i12]
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  - journals/corr/abs-2003-06845
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Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou:
SF-Net: Single-Frame Supervision for Temporal Action Localization. CoRR abs/2003.06845 (2020)
[i11]
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  - journals/corr/abs-2006-07976
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Junting Pan, Siyu Chen, Zheng Shou, Jing Shao, Hongsheng Li:
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization. CoRR abs/2006.07976 (2020)
2019
[i10]
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  - journals/corr/abs-1901-03460
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Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CoRR abs/1901.03460 (2019)
[i9]
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  - journals/corr/abs-1905-09904
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Jiawei Ma, Zheng Shou, Alireza Zareian, Hassan Mansour, Anthony Vetro, Shih-Fu Chang:
CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. CoRR abs/1905.09904 (2019)
[i8]
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  - journals/corr/abs-1910-11285
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Xudong Lin, Zheng Shou, Shih-Fu Chang:
LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization. CoRR abs/1910.11285 (2019)
2018
[i7]
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  - journals/corr/abs-1802-06822
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Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. CoRR abs/1802.06822 (2018)
[i6]
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  - journals/corr/abs-1807-08333
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Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang:
AutoLoc: Weakly-supervised Temporal Action Localization. CoRR abs/1807.08333 (2018)
[i5]
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  - journals/corr/abs-1810-11730
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Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang:
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. CoRR abs/1810.11730 (2018)
2017
[i4]
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  - journals/corr/ShouCZMC17
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Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang:
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CoRR abs/1703.01515 (2017)
[i3]
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  - journals/corr/abs-1708-05038
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Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang, Manohar Paluri:
ConvNet Architecture Search for Spatiotemporal Feature Learning. CoRR abs/1708.05038 (2017)
2016
[i2]
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  - journals/corr/ShouWC16
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Zheng Shou, Dongang Wang, Shih-Fu Chang:
Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs. CoRR abs/1601.02129 (2016)
[i1]
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  - journals/corr/WangSLC16
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Dongang Wang, Zheng Shou, Hongyi Liu, Shih-Fu Chang:
EventNet Version 1.1 Technical Report. CoRR abs/1605.07289 (2016)

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