Tuan Truong

35 papers A* 6Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting Integration of Image and Metadata for DICOM Series Classification: Cross-Attention and Dictionary Learning.
CoRR
Tuan Truong, Melanie Dohmen, Sara Lorio, Matthias Lenga
2025 A* conf
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data.
ICLR
Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom
2025 J jnl
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data.
CoRR
Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom
2025 J jnl
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study.
IEEE Access
Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
2025 J jnl
DoRAN: Stabilizing Weight-Decomposed Low-Rank Adaptation via Noise Injection and Auxiliary Networks.
CoRR
Nghiem Tuong Diep, Hien Dang, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho
2025 J jnl
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization.
CoRR
Haocheng Luo, Tuan Truong, Tung Pham, Mehrtash Harandi, Dinh Q. Phung, Trung Le
2025 J jnl
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images.
CoRR
Tuan Truong, Ivo M. Baltruschat, Mark Klemens, Grit Werner, Matthias Lenga
2025 J jnl
HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks.
CoRR
Nghiem Tuong Diep, Dung Le, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho
2025 A* conf
Improving Generalization with Flat Hilbert Bayesian Inference.
ICML
Tuan Truong, Quyen Tran, Ngoc-Quan Pham, Nhat Ho, Dinh Phung, Trung Le
2025 A* conf
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models.
ICML
Ngoc-Quan Pham, Tuan Truong, Quyen Tran, Tan Minh Nguyen, Dinh Phung, Trung Le
2025 J jnl
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models.
CoRR
Ngoc-Quan Pham, Tuan Truong, Quyen Tran, Tan Nguyen, Dinh Q. Phung, Trung Le
2025 J jnl
RepLoRA: Reparameterizing Low-Rank Adaptation via the Perspective of Mixture of Experts.
CoRR
Tuan Truong, Chau Nguyen, Huy Nguyen, Le Minh Nguyen, Trung Le, Nhat Ho
2025 A* conf
RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts.
ICML
Tuan Truong, Chau Nguyen, Huy Nguyen, Minh Le, Trung Le, Nhat Ho
2025 J jnl
Towards Selection of Large Multimodal Models as Engines for Burned-in Protected Health Information Detection in Medical Images.
CoRR
Tuan Truong, Guillermo Jiménez-Pérez, Pedro Osório, Matthias Lenga
2024 J jnl
Agnostic Sharpness-Aware Minimization.
CoRR
Van-Anh Nguyen, Quyen Tran, Tuan Truong, Thanh-Toan Do, Dinh Quoc Phung, Trung Le
2024 — conf
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images.
ISBI
Tuan Truong, Farnaz Khun Jush, Matthias Lenga
2024 J jnl
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study.
CoRR
Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
2024 A* conf
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization.
NeurIPS
Haocheng Luo, Tuan Truong, Tung Pham, Mehrtash Harandi, Dinh Q. Phung, Trung Le
2024 — conf
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics.
DGM4MICCAI@MICCAI
Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga
2024 J jnl
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics.
CoRR
Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga
2024 J jnl
Fused Audio Instance and Representation for Respiratory Disease Detection.
Sensors
Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi
2024 J jnl
Improving Generalization with Flat Hilbert Bayesian Inference.
CoRR
Tuan Truong, Quyen Tran, Quan Pham-Ngoc, Nhat Ho, Dinh Phung, Trung Le
2024 J jnl
Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning.
CoRR
Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo Van, Thien Huu Nguyen, Nhat Ho, Trung Le
2024 — conf
Medical Image Retrieval Using Pretrained Embeddings.
ISBI
Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga
2024 J jnl
Similarity Metrics for MR Image-To-Image Translation.
CoRR
Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat, Tuan Truong, Matthias Lenga
2024 — conf
UNSAT Solver Synthesis via Monte Carlo Forest Search.
CPAIOR (1)
Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown
2023 J jnl
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.
CoRR
Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2023 J jnl
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images.
CoRR
Tuan Truong, Farnaz Khun Jush, Matthias Lenga
2023 J jnl
Medical Image Retrieval Using Pretrained Embeddings.
CoRR
Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga
2023 J jnl
RSAM: Learning on manifolds with Riemannian Sharpness-aware Minimization.
CoRR
Tuan Truong, Hoang-Phi Nguyen, Tung Pham, Minh-Tuan Tran, Mehrtash Harandi, Dinh Phung, Trung Le
2022 A* conf
Expected Improvement for Contextual Bandits.
NeurIPS
Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh
2022 J jnl
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection.
CoRR
Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi
2022 J jnl
Monte Carlo Forest Search: UNSAT Solver Synthesis via Reinforcement learning.
CoRR
Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown
2021 J jnl
How Transferable Are Self-supervised Features in Medical Image Classification Tasks?
CoRR
Tuan Truong, Sadegh Mohammadi, Matthias Lenga
2021 — conf
How Transferable are Self-supervised Features in Medical Image Classification Tasks?
ML4H@NeurIPS
Tuan Truong, Sadegh Mohammadi, Matthias Lenga