Methods › General › Optimization › Sharpness-Aware Minimization › Papers, page 2
Sharpness-Aware Minimization
Papers archive 2025-07-28
archive papers tagged: 142 · with a code link: 70 · where Syntology ran a sample: 34 (32 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (34 of 142 tagged: 32 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 142 of 142, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization 3 Mar 2023 · 1 repository · arXiv:2303.03108
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mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization 19 Feb 2023 · 0 repositories · arXiv:2302.09693
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Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization 27 Jan 2023 · 0 repositories · arXiv:2302.10181
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Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition 1 Jan 2023 · 1 repository
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Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data 28 Dec 2022 · 1 repository · arXiv:2212.13827
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Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization 7 Dec 2022 · 0 repositories · arXiv:2212.04343
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Efficient Generalization Improvement Guided by Random Weight Perturbation 21 Nov 2022 · 1 repository · arXiv:2211.11489
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SAMSON: Sharpness-Aware Minimization Scaled by Outlier Normalization for Improving DNN Generalization and Robustness 18 Nov 2022 · 0 repositories · arXiv:2211.11561
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Fully-attentive and interpretable: vision and video vision transformers for pain detection 27 Oct 2022 · 1 repository · arXiv:2210.15769
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Sufficient Invariant Learning for Distribution Shift 24 Oct 2022 · 0 repositories · arXiv:2210.13533
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GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization 13 Oct 2022 · 0 repositories · arXiv:2210.06895
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Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models 11 Oct 2022 · 1 repository · arXiv:2210.05497
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Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach 11 Oct 2022 · 2 repositories · arXiv:2210.05177Syntology official: harvested, nothing ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; the one sample that ran constructed an object rather than computing a result (of 5 harvested samples)
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Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias 6 Oct 2022 · 0 repositories · arXiv:2210.02720
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The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima 4 Oct 2022 · 0 repositories · arXiv:2210.01513
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Towards Bridging the Performance Gaps of Joint Energy-based Models 16 Sep 2022 · 1 repository · arXiv:2209.07959Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Model Generalization: A Sharpness Aware Optimization Perspective 14 Aug 2022 · 1 repository · arXiv:2208.06915
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On the Maximum Hessian Eigenvalue and Generalization 21 Jun 2022 · 0 repositories · arXiv:2206.10654
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Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning 8 Jun 2022 · 1 repository · arXiv:2206.03996
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Sharpness-Aware Training for Free 27 May 2022 · 1 repository · arXiv:2205.14083Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models 25 May 2022 · 0 repositories · arXiv:2205.12694
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Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors 20 May 2022 · 1 repository · arXiv:2205.10450
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Improving Generalization in Federated Learning by Seeking Flat Minima 22 Mar 2022 · 1 repository · arXiv:2203.11834Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Randomized Sharpness-Aware Training for Boosting Computational Efficiency in Deep Learning 18 Mar 2022 · 0 repositories · arXiv:2203.09962
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DeepAD: A Robust Deep Learning Model of Alzheimer's Disease Progression for Real-World Clinical Applications 17 Mar 2022 · 0 repositories · arXiv:2203.09096
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Surrogate Gap Minimization Improves Sharpness-Aware Training 15 Mar 2022 · 2 repositories · arXiv:2203.08065
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Towards Efficient and Scalable Sharpness-Aware Minimization 5 Mar 2022 · 4 repositories · arXiv:2203.02714Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification 3 Mar 2022 · 0 repositories · arXiv:2203.01940
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Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning 8 Feb 2022 · 1 repository · arXiv:2202.03599Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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When Do Flat Minima Optimizers Work? 1 Feb 2022 · 1 repository · arXiv:2202.00661
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δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting 16 Jan 2022 · 0 repositories
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Sharpness-Aware Minimization with Dynamic Reweighting 16 Dec 2021 · 0 repositories · arXiv:2112.08772
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Sharpness-aware Quantization for Deep Neural Networks 24 Nov 2021 · 4 repositories · arXiv:2111.12273Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification 12 Nov 2021 · 0 repositories · arXiv:2111.06894
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Sharpness-Aware Minimization Improves Language Model Generalization 16 Oct 2021 · 0 repositories · arXiv:2110.08529
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Perturbated Gradients Updating within Unit Space for Deep Learning 1 Oct 2021 · 1 repository · arXiv:2110.00199
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Mistake-driven Image Classification with FastGAN and SpinalNet 29 Sep 2021 · 0 repositories
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Sharpness-Aware Minimization in Large-Batch Training: Training Vision Transformer In Minutes 29 Sep 2021 · 0 repositories
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UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth 1 Aug 2021 · 0 repositories
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Using Early-Learning Regularization to Classify Real-World Noisy Data 27 May 2021 · 0 repositories · arXiv:2105.13244
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ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks 23 Feb 2021 · 2 repositories · arXiv:2102.11600
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Sharpness-Aware Minimization for Efficiently Improving Generalization 3 Oct 2020 · 18 repositories · arXiv:2010.01412Syntology official (archive's flag): 7 ran · 15 ran (of which 6 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 20 harvested samples) · 6 pointer-only (licence)