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lipschitz neural network

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lipshitz constraint (1) weibull activation (1) accuracy-robustness trade-off (1) block reflector orthogonal layer (1) bronet (1) logit annealing loss (1) annealing mechanism (1) neural network (1) graph neural network (1) certifiable robustness (1)

Papers

Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss ICML 2025 Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NeurIPS 2022 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021