conftrace_

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

Towards Understanding Sharpness-Aware Minimization ICML 2022
Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning ICML 2022
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth SEMEVAL 2021
ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks ICML 2021
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth IJCNLP 2021
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth ACL 2021