28 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation
Lilin Zhang, Yimo Guo, Yue Li +2
Deep neural networks are highly vulnerable to adversarial examples, i.e.,small perturbations that can significantly degrade model performance. While adversarial training has become…
cs.LG2021★ 28 cited
Federated Learning with Domain Generalization
Liling Zhang, Xinyu Lei, Yichun Shi +2
Federated Learning (FL) enables a group of clients to jointly train a machine learning model with the help of a centralized server. Clients do not need to submit their local data t…