jacobian regularization

Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation AAAI 2026 An Effective Manifold-based Optimization Method for Distributionally Robust Classification ICLR 2025 Why is SAM Robust to Label Noise? ICLR 2024 GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency CVPR 2023 Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians NeurIPS 2023 Implicit Jacobian regularization weighted with impurity of probability output ICML 2023 How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? IJCAI 2022 Local Disentanglement in Variational Auto-Encoders Using Jacobian L_1 Regularization NeurIPS 2021 Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation ICCV 2021 Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021 Stabilizing Equilibrium Models by Jacobian Regularization ICML 2021 How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020 Jacobian Adversarially Regularized Networks for Robustness ICLR 2020 Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation NeurIPS 2019 Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019