Tianlong Chen (陈天龙)
What does not kill you makes you stronger
(ICML 2021 Long Talk) Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm
(ICLR 2021) Robust Overfitting may be mitigated by properly learned smoothening
(ArXiv Preprint 2021) Adversarial Feature Augmentation and Normalization for Visual Recognition
(NeurIPS 2020) Once-for-All Adversarial Training, In-Situ Trade off between Robustness and Accuracy for Free
(NeurIPS 2020) Adversarial Contrastive Learning, Harvesting More Robustness from Unsupervised Pre-Training
(ICML 2020) When Does Self-Supervision Help Graph Convolutional Networks?
(CVPR 2020) Adversarial Robustness, From Self-Supervised Pre-Training to Fine-Tuning
(ArXiv Preprint 2020) Can 3D Adversarial Logos Cloak Humans?
(ICLR 2020) Triple Wins, Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference