A Dynamical System Perspective for Lipschitz Neural Networks L Meunier, B Delattre, A Araujo, A Allauzen International Conference on Machine Learning (ICML), 2021 | 34 | 2021 |
A unified algebraic perspective on lipschitz neural networks A Araujo, A Havens, B Delattre, A Allauzen, B Hu International Conference on Learning Representations (ICLR), 2023 | 27 | 2023 |
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration B Delattre, Q Barthélemy, A Araujo, A Allauzen International Conference on Machine Learning (ICML), 2023 | 6 | 2023 |
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing B Delattre, A Araujo, Q Barthélemy, A Allauzen International Conference on Learning Representations (ICLR), 2023 | 3 | 2023 |
Spectral Norm of Convolutional Layers with Circular and Zero Paddings B Delattre, Q Barthélemy, A Allauzen arXiv preprint arXiv:2402.00240, 2024 | | 2024 |