Tuan Truong

1. Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
   2025/01/22 by Haocheng Luo, Tuan Truong, Luo, Haocheng +9 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Medical Image Segmentation Techniques
2. Improving Generalization with Flat Hilbert Bayesian Inference
   2024/10/05 by Tuan Truong, Truong, Tuan, Quyen Tran +9 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
3. Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images
   2023/12/12 by Tuan Truong, Farnaz Khun Jush, Truong, Tuan +3 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning
   2024/10/06 by Quyen Tran, Tran, Quyen, Phan, Hoang +13 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
5. Medical Image Retrieval Using Pretrained Embeddings
   2023/11/22 by Farnaz Khun Jush, Jush, Farnaz Khun, Tuan Truong +5 · 1 citation
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #AI in cancer detection
6. RepLoRA: Reparameterizing Low-Rank Adaptation via the Perspective of Mixture of Experts
   2025/02/05 by Tuan Truong, Chau Minh Nguyen, Truong, Tuan +8 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
7. Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models
   2025/06/08 by Ngoc-Quan Pham, Tuan Truong, Pham, Ngoc-Quan +9 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference