sharpness-aware minimization

Random Registers for Cross-Domain Few-Shot Learning ICML 2025 SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data WACV 2025 SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025 SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025 Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025 Sharpness-Aware Black-Box Optimization ICLR 2025 Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training ICLR 2025 Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025 Sharpness-Aware Minimization: General Analysis and Improved Rates ICLR 2025 Sharpness-aware Zeroth-order Optimization for Graph Transformers IJCAI 2025 SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM AAAI 2025 Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy JMLR 2025 The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation CVPR 2025 Tilted Sharpness-Aware Minimization ICML 2025 Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond ICML 2025 Understanding Flatness in Generative Models: Its Role and Benefits ICCV 2025 $\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling NeurIPS 2024 Adaptive Sharpness-Aware Pruning for Robust Sparse Networks ICLR 2024 A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training NeurIPS 2024 A Universal Class of Sharpness-Aware Minimization Algorithms ICML 2024 Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization NeurIPS 2024 Cross-modal Representation Flattening for Multi-modal Domain Generalization NeurIPS 2024 CR-SAM: Curvature Regularized Sharpness-Aware Minimization AAAI 2024 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts ICLR 2024 Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024