sharpness-aware minimization

Why is SAM Robust to Label Noise? ICLR 2024 An Adaptive Policy to Employ Sharpness-Aware Minimization ICLR 2023 An SDE for Modeling SAM: Theory and Insights ICML 2023 Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023 Decentralized SGD and Average-direction SAM are Asymptotically Equivalent ICML 2023 Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape ICML 2023 Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization ICCV 2023 Enhancing Sharpness-Aware Optimization Through Variance Suppression NeurIPS 2023 Fairness-aware class imbalanced learning on multiple subgroups UAI 2023 Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization CVPR 2023 How Sharpness-Aware Minimization Minimizes Sharpness? ICLR 2023 How To Prevent the Poor Performance Clients for Personalized Federated Learning? CVPR 2023 ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition ICCV 2023 Improving the Model Consistency of Decentralized Federated Learning ICML 2023 Make Landscape Flatter in Differentially Private Federated Learning CVPR 2023 Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Interspeech 2023 Normalization Layers Are All That Sharpness-Aware Minimization Needs NeurIPS 2023 Optimal Transport Model Distributional Robustness NeurIPS 2023 Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima NeurIPS 2023 Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds NeurIPS 2023 SAM as an Optimal Relaxation of Bayes ICLR 2023 SAM operates far from home: eigenvalue regularization as a dynamical phenomenon ICML 2023 Sharpness-Aware Gradient Matching for Domain Generalization CVPR 2023 Sharpness-Aware Minimization Leads to Low-Rank Features NeurIPS 2023 The Crucial Role of Normalization in Sharpness-Aware Minimization NeurIPS 2023