Domain Invariant Representation Learning with Domain Density Transformations. - A. Tuan Nguyen; Toan Tran 003; Yarin Gal; Atilim Gunes Baydin (NeurIPS, 2021)

Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization. - Thanh Nguyen-Tang; Sunil Gupta 001; A. Tuan Nguyen; Svetha Venkatesh (ICLR, 2022)

KL Guided Domain Adaptation. - A. Tuan Nguyen; Toan Tran 003; Yarin Gal; Philip H. S. Torr; Atilim Gunes Baydin (ICLR, 2022)

FedSR: A Simple and Effective Domain Generalization Method for Federated Learning. - A. Tuan Nguyen; Philip H. S. Torr; Ser Nam Lim (NeurIPS, 2022)

Task-Agnostic Robust Representation Learning. - A. Tuan Nguyen; Ser Nam Lim; Philip H. S. Torr (CoRR, 2022)

TIPI: Test Time Adaptation with Transformation Invariance. - A. Tuan Nguyen; Thanh Nguyen-Tang; Ser-Nam Lim; Philip H. S. Torr (CVPR, 2023)

uCAP: An Unsupervised Prompting Method for Vision-Language Models. - A. Tuan Nguyen; Kai Sheng Tai; Bor-Chun Chen; Satya Narayan Shukla; Hanchao Yu; Philip Torr 001; Tai-Peng Tian; Ser-Nam Lim (ECCV (74), 2024)