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ORCIDNghiem Tuong Diep
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2020 – today
- 2026
[i12]Duc Minh Nguyen, Nghiem Tuong Diep, Binh Gia Nguyen, Trong-Bao Ho, Doanh Le, Tan Q. Nguyen, Thien-Loc Ha, Nhiem Tran, Bao Thach, Nhat X. Tran, Tuan A. Tran, Artur Habuda, Philip Lund Møller, Tran Nguyen Le, Daniel Sonntag, Mathias Niepert, Khoa D. Doan, Vu Duong, Hung Ngo, Minh N. Vu, Duy M. H. Nguyen, An Thai Le, Ngo Anh Vien:
FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation. CoRR abs/2606.20867 (2026)- [i11]Minh-Loi Nguyen, Nghiem Tuong Diep, Hung Khang Nguyen, Minh Le, Doanh Le Thien, Hoang H. Tran, Dung D. Le, Vu N. Duong, Daniel Sonntag, An Thai Le, Duy Minh Ho Nguyen, Ngo Anh Vien, Tran Van Nhiem:
RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis. CoRR abs/2606.28385 (2026) - 2025
- [j1]Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild:
MGPATH: A Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot Whole Slide Pathology Classification. Trans. Mach. Learn. Res. 2025 (2025) - [c6]Thinh Pham
, Nghiem Tuong Diep, Lizi Liao, Binh T. Nguyen:
DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation. CIKM 2025: 2346-2356 - [c5]Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho:
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation. ICML 2025 - [c4]Duy M. H. Nguyen, Nghiem Tuong Diep, Trung Nguyen, Hoang-Bao Le, Tai D. Nguyen, Anh-Tien Nguyen, TrungTin Nguyen, Nhat Ho, Pengtao Xie, Roger Wattenhofer, Daniel Sonntag, James Y. Zou, Mathias Niepert:
ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models. NeurIPS 2025 - [i10]Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy M. H. Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho:
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation. CoRR abs/2502.03029 (2025) - [i9]Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild:
MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification. CoRR abs/2502.07409 (2025) - [i8]Khang Tran, Hieu Cao, Thinh Pham, Nghiem Tuong Diep, Tri Cao, Binh T. Nguyen:
MELCOT: A Hybrid Learning Architecture with Marginal Preservation for Matrix-Valued Regression. CoRR abs/2509.23315 (2025) - [i7]Nghiem Tuong Diep, Dung Le, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho:
HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks. CoRR abs/2510.04295 (2025) - [i6]Nghiem Tuong Diep, Hien Dang, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho:
DoRAN: Stabilizing Weight-Decomposed Low-Rank Adaptation via Noise Injection and Auxiliary Networks. CoRR abs/2510.04331 (2025) - [i5]Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem Tuong Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen:
S-Chain: Structured Visual Chain-of-Thought For Medicine. CoRR abs/2510.22728 (2025) - 2024
- [c3]Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag:
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. ACML 2024: 687-702 - [i4]Duy M. H. Nguyen, An T. Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag:
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. CoRR abs/2407.04489 (2024) - [i3]Duy M. H. Nguyen, Nghiem Tuong Diep, Trung Q. Nguyen, Hoang-Bao Le, Tai Nguyen, Tien Nguyen, TrungTin Nguyen, Nhat Ho, Pengtao Xie, Roger Wattenhofer, James Zhou, Daniel Sonntag, Mathias Niepert:
LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model. CoRR abs/2410.02615 (2024) - 2023
- [c2]Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. NeurIPS 2023 - [i2]Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. CoRR abs/2306.11925 (2023) - [i1]Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR abs/2311.11096 (2023) - 2022
- [c1]Ly-Duyen Tran, Naushad Alam, Yvette Graham, Linh Khanh Vo, Nghiem Tuong Diep, Binh T. Nguyen, Liting Zhou, Cathal Gurrin:
An Exploration into the Benefits of the CLIP model for Lifelog Retrieval. CBMI 2022: 15-22
Coauthor Index
aka: Duy Minh Ho Nguyen
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