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ORCIDTuan Truong
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2020 – today
- 2025
[i16]Tuan Truong, Ivo M. Baltruschat, Mark Klemens, Grit Werner, Matthias Lenga:
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images. CoRR abs/2501.09552 (2025)- [i15]Haocheng Luo, Tuan Truong, Tung Pham, Mehrtash Harandi, Dinh Q. Phung, Trung Le:
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization. CoRR abs/2501.12666 (2025) - [i14]Tuan Truong, Chau Nguyen, Huy Nguyen, Le Minh Nguyen, Trung Le, Nhat Ho:
RepLoRA: Reparameterizing Low-Rank Adaptation via the Perspective of Mixture of Experts. CoRR abs/2502.03044 (2025) - 2024
- [j1]Tuan Truong
, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi:
Fused Audio Instance and Representation for Respiratory Disease Detection. Sensors 24(19): 6176 (2024) - [c7]Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown:
UNSAT Solver Synthesis via Monte Carlo Forest Search. CPAIOR (1) 2024: 170-189 - [c6]Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga:
Medical Image Retrieval Using Pretrained Embeddings. ISBI 2024: 1-5 - [c5]Tuan Truong, Farnaz Khun Jush, Matthias Lenga:
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. ISBI 2024: 1-5 - [c4]Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga:
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics. DGM4MICCAI@MICCAI 2024: 150-159 - [c3]Haocheng Luo, Tuan Truong, Tung Pham, Mehrtash Harandi, Dinh Q. Phung, Trung Le:
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization. NeurIPS 2024 - [i13]Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat, Tuan Truong, Matthias Lenga:
Similarity Metrics for MR Image-To-Image Translation. CoRR abs/2405.08431 (2024) - [i12]Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga:
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study. CoRR abs/2405.09334 (2024) - [i11]Van-Anh Nguyen, Quyen Tran, Tuan Truong, Thanh-Toan Do, Dinh Quoc Phung, Trung Le:
Agnostic Sharpness-Aware Minimization. CoRR abs/2406.07107 (2024) - [i10]Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga:
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics. CoRR abs/2408.06075 (2024) - [i9]Tuan Truong, Quyen Tran, Quan Pham-Ngoc, Nhat Ho, Dinh Phung, Trung Le:
Improving Generalization with Flat Hilbert Bayesian Inference. CoRR abs/2410.04196 (2024) - [i8]Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo, Thien Nguyen, Nhat Ho, Trung Le:
Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning. CoRR abs/2410.04327 (2024) - 2023
- [i7]Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma:
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. CoRR abs/2305.12121 (2023) - [i6]Tuan Truong, Hoang-Phi Nguyen, Tung Pham, Minh-Tuan Tran, Mehrtash Harandi, Dinh Phung, Trung Le:
RSAM: Learning on manifolds with Riemannian Sharpness-aware Minimization. CoRR abs/2309.17215 (2023) - [i5]Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga:
Medical Image Retrieval Using Pretrained Embeddings. CoRR abs/2311.13547 (2023) - [i4]Tuan Truong, Farnaz Khun Jush, Matthias Lenga:
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. CoRR abs/2312.07273 (2023) - 2022
- [c2]Hung Tran-The, Sunil Gupta, Santu Rana, Tuan Truong, Long Tran-Thanh, Svetha Venkatesh:
Expected Improvement for Contextual Bandits. NeurIPS 2022 - [i3]Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi:
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection. CoRR abs/2204.10581 (2022) - [i2]Chris Cameron, Jason S. Hartford, Taylor Lundy, Tuan Truong, Alan Milligan, Rex Chen, Kevin Leyton-Brown:
Monte Carlo Forest Search: UNSAT Solver Synthesis via Reinforcement learning. CoRR abs/2211.12581 (2022) - 2021
- [c1]Tuan Truong, Sadegh Mohammadi, Matthias Lenga:
How Transferable are Self-supervised Features in Medical Image Classification Tasks? ML4H@NeurIPS 2021: 54-74 - [i1]Tuan Truong, Sadegh Mohammadi, Matthias Lenga:
How Transferable Are Self-supervised Features in Medical Image Classification Tasks? CoRR abs/2108.10048 (2021)
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