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1. lip4conv lip4conv Public

   Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

   Python 15 3

2. MILES-PSL/Convex-Potential-Layer MILES-PSL/Convex-Potential-Layer Public

   Python 7

3. bridging_the_gap_rs bridging_the_gap_rs Public

   Python

4. tdsai-lab/hybrid-randomized-smoothing tdsai-lab/hybrid-randomized-smoothing Public

   Code for “Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing” (ICML 2026): hybrid discrete–continuous randomized smoothing certificates.

   Python