Tuan Truong

According to our database, Tuan Truong authored at least 21 papers between 2021 and 2025.

Collaborative distances:

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

2025

Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models.

Ngoc-Quan Pham, Tuan Truong, Quyen Tran, Tan Nguyen, Dinh Q. Phung, Trung Le

CoRR, June, 2025

RepLoRA: Reparameterizing Low-Rank Adaptation via the Perspective of Mixture of Experts.

Tuan Truong, Chau Nguyen, Huy Nguyen, Le Minh Nguyen, Trung Le, Nhat Ho

CoRR, February, 2025

Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images.

Tuan Truong, Ivo M. Baltruschat, Mark Klemens, Grit Werner, Matthias Lenga

CoRR, January, 2025

Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study.

Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga

IEEE Access, 2025

AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data.

Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fused Audio Instance and Representation for Respiratory Disease Detection.

Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi

Sensors, October, 2024

Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning.

Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo Van, Thien Huu Nguyen, Nhat Ho, Trung Le

CoRR, 2024

Improving Generalization with Flat Hilbert Bayesian Inference.

Tuan Truong, Quyen Tran, Quan Pham-Ngoc, Nhat Ho, Dinh Phung, Trung Le

CoRR, 2024

Agnostic Sharpness-Aware Minimization.

Van-Anh Nguyen, Quyen Tran, Tuan Truong, Thanh-Toan Do, Dinh Quoc Phung, Trung Le

CoRR, 2024

Similarity Metrics for MR Image-To-Image Translation.

Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat, Tuan Truong, Matthias Lenga

CoRR, 2024

Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization.

Haocheng Luo, Tuan Truong, Tung Pham, Mehrtash Harandi, Dinh Q. Phung, Trung Le

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics.

Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga

Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024

Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images.

Tuan Truong, Farnaz Khun Jush, Matthias Lenga

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Medical Image Retrieval Using Pretrained Embeddings.

Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

UNSAT Solver Synthesis via Monte Carlo Forest Search.

Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2023

RSAM: Learning on manifolds with Riemannian Sharpness-aware Minimization.

Tuan Truong, Hoang-Phi Nguyen, Tung Pham, Minh-Tuan Tran, Mehrtash Harandi, Dinh Phung, Trung Le

CoRR, 2023

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.

Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

CoRR, 2023

2022

Monte Carlo Forest Search: UNSAT Solver Synthesis via Reinforcement learning.

Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown

CoRR, 2022

FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection.

Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi

CoRR, 2022

Expected Improvement for Contextual Bandits.

Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

How Transferable are Self-supervised Features in Medical Image Classification Tasks?

Tuan Truong, Sadegh Mohammadi, Matthias Lenga

Proceedings of the Machine Learning for Health, 2021