Understanding and Combating Robust Overfitting via Input Loss Landscape Analysis and Regularization

9 December 2022

Papers citing "Understanding and Combating Robust Overfitting via Input Loss Landscape Analysis and Regularization"

5 / 5 papers shown

Title
Certified Robust Neural Networks: Generalization and Corruption Resistance Amine Bennouna Ryan Lucas Bart P. G. Van Parys 22 10 0 03 Mar 2023
Data Augmentation Alone Can Improve Adversarial Training Lin Li Michael W. Spratling 16 49 0 24 Jan 2023
A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies Zhuang Qian Kaizhu Huang Qiufeng Wang Xu-Yao Zhang OOD AAML ObjD 44 71 0 26 Mar 2022
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,102 0 04 Nov 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014