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1-lipschitz neural network

4 papers

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Co-occurring keywords · papers mentioning both

adversarial robustness (3) orthogonal finetuning (1) structured matrix parametrization (1) one-class classification (1) lipschitz constraint (1) orthogonal matrix (1) certified auroc (1) signed distance function (1) parameter efficiency (1) counterfactual explanation (1)

Papers

Group and Shuffle: Efficient Structured Orthogonal Parametrization NeurIPS 2024 A Unified Algebraic Perspective on Lipschitz Neural Networks ICLR 2023 On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective NeurIPS 2023 Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks ICML 2023