Nghiem Tuong Diep

According to our database, Nghiem Tuong Diep authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

S-Chain: Structured Visual Chain-of-Thought For Medicine.

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

CoRR, October, 2025

DoRAN: Stabilizing Weight-Decomposed Low-Rank Adaptation via Noise Injection and Auxiliary Networks.

Nghiem Tuong Diep, Hien Dang, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho

CoRR, October, 2025

HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks.

Nghiem Tuong Diep, Dung Le, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho

CoRR, October, 2025

MELCOT: A Hybrid Learning Architecture with Marginal Preservation for Matrix-Valued Regression.

Khang Tran, Hieu Cao, Thinh Pham, Nghiem Tuong Diep, Tri Cao, Binh T. Nguyen

CoRR, September, 2025

MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification.

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

CoRR, February, 2025

MGPATH: A Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot Whole Slide Pathology Classification.

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

Trans. Mach. Learn. Res., 2025

ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation.

Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho

Proceedings of the Forty-second International Conference on Machine Learning, 2025

DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation.

Thinh Pham, Nghiem Tuong Diep, Lizi Liao, Binh T. Nguyen

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model.

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

CoRR, 2024

Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model.

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

Proceedings of the Asian Conference on Machine Learning, 2024

2023

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.

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

CoRR, 2023

LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

An Exploration into the Benefits of the CLIP model for Lifelog Retrieval.

Ly-Duyen Tran, Naushad Alam, Yvette Graham, Linh Khanh Vo, Nghiem Tuong Diep, Binh T. Nguyen, Liting Zhou, Cathal Gurrin

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022