most citedImproving Adversarial Robustness via Mutual Information Estimation

2 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 1 cited

Continual Learning with Pre-Trained Models: A Survey

Da-Wei Zhou, Hai-Long Sun, Jingyi Ning +2

Nowadays, real-world applications often face streaming data, which requires the learning system to absorb new knowledge as data evolves. Continual Learning (CL) aims to achieve thi…

cs.LG2022★ 2 cited

Improving Adversarial Robustness via Mutual Information Estimation

Dawei Zhou, Nannan Wang, Xinbo Gao +4

Deep neural networks (DNNs) are found to be vulnerable to adversarial noise. They are typically misled by adversarial samples to make wrong predictions. To alleviate this negative…