Normalized Loss Functions for Deep Learning with Noisy Labels X Ma, H Huang, Y Wang, S Romano, S Erfani, J Bailey International Conference on Machine Learning (ICML), 2020 | 318 | 2020 |
Unlearnable Examples: Making Personal Data Unexploitable H Huang, X Ma, SM Erfani, J Bailey, Y Wang International Conference on Learning Representations (ICLR), 2021 | 94 | 2021 |
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks H Huang, Y Wang, SM Erfani, Q Gu, J Bailey, X Ma Advances in Neural Information Processing Systems (NeurIPS), 2021 | 73 | 2021 |
Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness X Ma, L Jiang, H Huang, Z Weng, J Bailey, YG Jiang Machine Learning, 2023 | 3 | 2023 |
Neural Architecture Search via Combinatorial Multi-Armed Bandit H Huang, X Ma, SM Erfani, J Bailey International Joint Conference on Neural Networks (IJCNN), 2021 | 3 | 2021 |
Distilling Cognitive Backdoor Patterns within an Image H Huang, X Ma, S Erfani, J Bailey International Conference on Learning Representations (ICLR), 2023 | 2 | 2023 |