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sharpness-aware minimization

125 papers

SAM

Papers

Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NeurIPS 2024 Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification Interspeech 2024 Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NeurIPS 2024 Friendly Sharpness-Aware Minimization CVPR 2024 Fundamental Convergence Analysis of Sharpness-Aware Minimization NeurIPS 2024 How to Escape Sharp Minima with Random Perturbations ICML 2024 Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NeurIPS 2024 Improving Generalization and Convergence by Enhancing Implicit Regularization NeurIPS 2024 Improving SAM Requires Rethinking its Optimization Formulation ICML 2024 Improving Sharpness-Aware Minimization by Lookahead ICML 2024 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization ICML 2024 Lookbehind-SAM: k steps back, 1 step forward ICML 2024 Make Continual Learning Stronger via C-Flat NeurIPS 2024 On the Duality Between Sharpness-Aware Minimization and Adversarial Training ICML 2024 Rethinking the Flat Minima Searching in Federated Learning ICML 2024 Revisiting Catastrophic Forgetting in Large Language Model Tuning EMNLP 2024 SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention ICML 2024 SAMPa: Sharpness-aware Minimization Parallelized NeurIPS 2024 Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization NeurIPS 2024 Sharpness-Aware Minimization and the Edge of Stability JMLR 2024 Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning ICLR 2024 Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024 TRAM: Bridging Trust Regions and Sharpness Aware Minimization ICLR 2024 Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness NeurIPS 2024 Unknown Domain Inconsistency Minimization for Domain Generalization ICLR 2024