conftrace_

1-lipschitz neural network

3 papers

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Co-occurring keywords

adversarial robustness (1341) orthogonal finetuning (3) structured matrix parametrization (1) one-class classification (62) lipschitz constraint (16) orthogonal matrix (29) certified auroc (1) signed distance function (131) parameter efficiency (417) counterfactual explanation (139)

Papers

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