TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical JustificationComputer Vision and Pattern Recognition (CVPR), 2025 |
A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-OffsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial TrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 |
ADBM: Adversarial diffusion bridge model for reliable adversarial purificationInternational Conference on Learning Representations (ICLR), 2024 |
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively
Weighted Regularization and Knowledge DistillationIEEE International Conference on Computer Vision (ICCV), 2023 |