K-SAM: Sharpness-Aware Minimization at the Speed of SGD

23 October 2022

Papers citing "K-SAM: Sharpness-Aware Minimization at the Speed of SGD"

9 / 9 papers shown

Title
Domain-Generalization to Improve Learning in Meta-Learning Algorithms Usman Anjum Chris Stockman Cat Luong J. Zhan FedML 66 0 0 13 Aug 2025
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization C. Tan Yubo Zhou Haishan Ye Guang Dai Junmin Liu Zengjie Song Jiangshe Zhang Zixiang Zhao Yunda Hao Yong Xu AAML 96 0 0 29 May 2025
Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization Samuel Schapiro Han Zhao 162 1 0 06 Dec 2024
Bilateral Sharpness-Aware Minimization for Flatter Minima Jiaxin Deng Junbiao Pang Baochang Zhang Qingming Huang AAML 545 0 0 20 Sep 2024
Improving SAM Requires Rethinking its Optimization Formulation Wanyun Xie Fabian Latorre Kimon Antonakopoulos Thomas Pethick Volkan Cevher 123 2 0 17 Jul 2024
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization Jiaxin Deng Junbiao Pang Baochang Zhang 196 2 0 12 Jun 2024
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy Chengli Tan Jiangshe Zhang Junmin Liu Yicheng Wang Yunda Hao AAML 129 3 0 14 Jan 2024
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 122 44 0 07 Apr 2023
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 255 644 0 10 Mar 2020