Certified Robustness for Deep Equilibrium Models via Serialized Random
SmoothingNeural Information Processing Systems (NeurIPS), 2024 |
Improving Adversarial Robustness of DEQs with Explicit Regulations Along
the Neural DynamicsInternational Conference on Machine Learning (ICML), 2023 |
A Closer Look at the Adversarial Robustness of Deep Equilibrium ModelsNeural Information Processing Systems (NeurIPS), 2023 |
Comparative Analysis of Interval Reachability for Robust Implicit and
Feedforward Neural NetworksIEEE Conference on Decision and Control (CDC), 2022 |