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ORCIDMengwei Ren
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2020 – today
- 2026
[i25]Jinrui Yang, Qing Liu, Yijun Li, Mengwei Ren, Letian Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou:
Controllable Layered Image Generation for Real-World Editing. CoRR abs/2601.15507 (2026)- [i24]Haoyu Chen, Qing Liu, Yuqian Zhou, Heng Zhang, Zhaowen Wang, Mengwei Ren, Jingjing Ren, Xiang Wang, Zhe Lin, Lei Zhu:
How Long Can Unified Multimodal Models Generate Images Reliably? Taming Long-Horizon Interleaved Image Generation via Context Curation. CoRR abs/2603.07540 (2026) - [i23]Sumit Chaturvedi, Yannick Hold-Geoffroy, Mengwei Ren, Jingyuan Liu, He Zhang, Yiqun Mei, Julie Dorsey, Zhixin Shu:
TokenLight: Precise Lighting Control in Images using Attribute Tokens. CoRR abs/2604.15310 (2026) - 2025
- [c15]Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, Hyunjoon Jung, Jae Shin Yoon, Seungryul Baek:
Text2Relight: Creative Portrait Relighting with Text Guidance. AAAI 2025: 1980-1988 - [c14]Sumit Chaturvedi, Mengwei Ren, Yannick Hold-Geoffroy, Jingyuan Liu, Julie Dorsey
, Zhixin Shu:
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces. CVPR 2025: 369-379 - [c13]Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou:
Generative Image Layer Decomposition with Visual Effects. CVPR 2025: 7643-7653 - [c12]Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan L. Yuille:
Baking Gaussian Splatting Into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction. ICCV 2025: 25062-25072 - [c11]Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, Ellen Grant, Adrian V. Dalca, Polina Golland:
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis. ICLR 2025 - [i22]Sumit Chaturvedi, Mengwei Ren, Yannick Hold-Geoffroy, Jingyuan Liu, Julie Dorsey, Zhixin Shu:
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces. CoRR abs/2501.09756 (2025) - [i21]Gexin Huang, Zhangsihao Yang, Yalin Wang, Guido Gerig, Mengwei Ren, Xiaoxiao Li:
Identity Preserving Latent Diffusion for Brain Aging Modeling. CoRR abs/2503.09634 (2025) - [i20]Estefania Talavera, Deblina Bhattacharjee, Himangi Mittal, Mengwei Ren, Karen Sanchez, Carla Muntean, JungEun Kim, Mona Jalal:
WiCV at CVPR 2025: The Women in Computer Vision Workshop. CoRR abs/2511.08748 (2025) - [i19]Weitai Kang, Jason Kuen, Mengwei Ren, Zijun Wei, Yan Yan, Kangning Liu:
VGent: Visual Grounding via Modular Design for Disentangling Reasoning and Prediction. CoRR abs/2512.11099 (2025) - [i18]Shilong Zhang, He Zhang, Zhifei Zhang, Chongjian Ge, Shuchen Xue, Shaoteng Liu, Mengwei Ren, Soo Ye Kim, Yuqian Zhou, Qing Liu, Daniil Pakhomov, Kai Zhang, Zhe Lin, Ping Luo:
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing. CoRR abs/2512.17909 (2025) - 2024
- [j2]Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Cecilia Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang:
Generative Portrait Shadow Removal. ACM Trans. Graph. 43(6): 201:1-201:13 (2024) - [c10]Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, Hyunjoon Jung, Guido Gerig, He Zhang:
Relightful Harmonization: Lighting-Aware Portrait Background Replacement. CVPR 2024: 6452-6462 - [c9]Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Anastasis Stathopoulos, Xiaoxiao He, Yuxiao Chen, Di Liu, Qilong Zhangli, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas:
ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance. WACV 2024: 4279-4289 - [i17]Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Xuaner Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang:
Generative Portrait Shadow Removal. CoRR abs/2410.05525 (2024) - [i16]Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland:
Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis. CoRR abs/2411.02372 (2024) - [i15]Asra Aslam, Sachini Herath, Ziqi Huang, Estefania Talavera, Deblina Bhattacharjee, Himangi Mittal, Vanessa Staderini, Mengwei Ren, Azade Farshad:
WiCV@CVPR2024: The Thirteenth Women In Computer Vision Workshop at the Annual CVPR Conference. CoRR abs/2411.02445 (2024) - [i14]Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Zhe Lin, Alan L. Yuille:
Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation. CoRR abs/2411.14384 (2024) - [i13]Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou:
Generative Image Layer Decomposition with Visual Effects. CoRR abs/2411.17864 (2024) - [i12]Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, Hyunjoon Jung, Jae Shin Yoon, Seungryul Baek:
Text2Relight: Creative Portrait Relighting with Text Guidance. CoRR abs/2412.13734 (2024) - 2023
- [c8]Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar:
Multiscale Structure Guided Diffusion for Image Deblurring. ICCV 2023: 10687-10699 - [c7]Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig:
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. DALI@MICCAI 2023: 23-32 - [c6]Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang:
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. NeurIPS 2023 - [c5]Tianlong Li, Mengwei Ren, Jian Du, Jianjun Bai, Tao Sun:
Trajectory Control for Wheeled Mobile Robots Robot with Longitudinal Slippage. RICAI 2023: 119-122 - [i11]Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Yuxiao Chen, Di Liu, Qilong Zhangli, Anastasis Stathopoulos, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas:
Improving Tuning-Free Real Image Editing with Proximal Guidance. CoRR abs/2306.05414 (2023) - [i10]Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig:
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. CoRR abs/2308.09835 (2023) - [i9]Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang:
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. CoRR abs/2310.01680 (2023) - [i8]Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, Hyunjoon Jung, Guido Gerig, He Zhang:
Relightful Harmonization: Lighting-aware Portrait Background Replacement. CoRR abs/2312.06886 (2023) - 2022
- [c4]Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS 2022 - [i7]Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR abs/2206.04281 (2022) - [i6]Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar:
Image Deblurring with Domain Generalizable Diffusion Models. CoRR abs/2212.01789 (2022) - 2021
- [j1]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. IEEE Trans. Medical Imaging 40(6): 1519-1530 (2021) - [c3]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. ICCV 2021: 3909-3921 - [c2]Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig:
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. MICCAI (7) 2021: 530-540 - [i5]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. CoRR abs/2102.06315 (2021) - [i4]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. CoRR abs/2105.04349 (2021) - [i3]Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig:
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. CoRR abs/2106.13188 (2021) - 2020
- [c1]Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang:
MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation. BMVC 2020
2010 – 2019
- 2019
- [i2]Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang, Kuo-Chin Lien, Junli Gu:
Structure-Attentioned Memory Network for Monocular Depth Estimation. CoRR abs/1909.04594 (2019) - 2017
- [i1]Mengwei Ren, Liang Niu, Yi Fang:
3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks. CoRR abs/1711.10108 (2017)
Coauthor Index
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