Shanghai Artificial Intelligence Laboratory, Shanghai, China; Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China; Sea AI Lab, Singapore; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China
Zonghan Yang, Peng Li, Tianyu Pang, Yang Liu
Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics