Poster "adversarial training" Papers
62 papers found • Page 2 of 2
Conference
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
Yi Yu, Yufei Wang, Song Xia et al.
ICML 2024arXiv:2405.01460
21
citations
Refining Minimax Regret for Unsupervised Environment Design
Michael Beukman, Samuel Coward, Michael Matthews et al.
ICML 2024arXiv:2402.12284
15
citations
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
Xiaole Tang, Hu Xin, Xiang Gu et al.
ICML 2024arXiv:2405.02843
17
citations
Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
Xiangyu Liu, Souradip Chakraborty, Yanchao Sun et al.
ICLR 2024arXiv:2305.17342
9
citations
Robust Classification via a Single Diffusion Model
Huanran Chen, Yinpeng Dong, Zhengyi Wang et al.
ICML 2024arXiv:2305.15241
84
citations
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
Hossein Mirzaei, Mohammad Jafari Varnousfaderani, Hamid Reza Dehbashi et al.
ICML 2024arXiv:2501.16971
12
citations
Shedding More Light on Robust Classifiers under the lens of Energy-based Models
Mujtaba Hussain Mirza, Maria Rosaria Briglia, Senad Beadini et al.
ECCV 2024arXiv:2407.06315
7
citations
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Ziquan Liu, Yufei Cui, Yan Yan et al.
ICML 2024arXiv:2405.08886
9
citations
Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations
Xuyang Zhong, Yixiao HUANG, Chen Liu
ICML 2024
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models
Francesco Croce, Naman D. Singh, Matthias Hein
ECCV 2024arXiv:2306.12941
12
citations
Uniformly Stable Algorithms for Adversarial Training and Beyond
Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo et al.
ICML 2024arXiv:2405.01817
2
citations
Unleashing Network Potentials for Semantic Scene Completion
Fengyun Wang, Qianru Sun, Dong Zhang et al.
CVPR 2024arXiv:2403.07560
5
citations