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sharpness-aware minimization

81 papers

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Also known as

SAM

Co-occurring keywords

neural network optimization (1293) loss landscape (149) flat minima (50) model generalization (190) gradient descent (1144) stochastic gradient descent (1091) neural network (6616) generalization bound (652) adversarial perturbation (384) flat minimum (15)

Papers

Adaptive Sharpness-Aware Pruning for Robust Sparse Networks ICLR 2024
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NIPS 2024
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NIPS 2024
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness NIPS 2024
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization NIPS 2024
Sharpness-Aware Minimization and the Edge of Stability JMLR 2024
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification INTERSPEECH 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
Make Continual Learning Stronger via C-Flat NIPS 2024
Cross-modal Representation Flattening for Multi-modal Domain Generalization NIPS 2024
CR-SAM: Curvature Regularized Sharpness-Aware Minimization AAAI 2024
Revisiting Catastrophic Forgetting in Large Language Model Tuning EMNLP 2024
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training NIPS 2024
SAMPa: Sharpness-aware Minimization Parallelized NIPS 2024
Fundamental Convergence Analysis of Sharpness-Aware Minimization NIPS 2024
Friendly Sharpness-Aware Minimization CVPR 2024
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization NIPS 2024
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NIPS 2024
Improving Generalization and Convergence by Enhancing Implicit Regularization NIPS 2024
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing INTERSPEECH 2023
The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima JMLR 2023
Towards Bridging the Performance Gaps of Joint Energy-Based Models CVPR 2023
Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima NIPS 2023
Optimal Transport Model Distributional Robustness NIPS 2023
Sharpness-Aware Minimization Leads to Low-Rank Features NIPS 2023