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GitHub topics: sharpness-aware-minimization

val-iisc/SDAT

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

Language: Python - Size: 479 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 69 - Forks: 13

sanketvmehta/lifelong-learning-pretraining-and-sam

Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training in Lifelong Learning. The Journal of Machine Learning Research 24 (2023)"

Language: Python - Size: 79.9 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 4

EnnengYang/Revisiting-Flatness-aware-Optimization-in-Continual-Learning-with-Orthogonal-Gradient-Projection

Revisiting Flatness-aware Optimization in Continual Learning with Orthogonal Gradient Projection. TPAMI, 2025.

Language: Python - Size: 936 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

EnnengYang/DFGP

Data Augmented Flatness-aware Gradient Projection for Continual Learning. ICCV, 2023.

Language: Python - Size: 115 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

xxdznl/FedFSA

[AAAI 2025] Flexible Sharpness-Aware Personalized Federated Learning

Size: 7.81 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

TrustAIoT/CR-SAM

Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization

Language: Python - Size: 16.6 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 7 - Forks: 1

tranquyenbk173/FHVI

Improving Generalization with Flat Hilbert Bayesian Inference

Language: Python - Size: 4.48 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

CGCL-codes/TransferAttackSurrogates

The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability". We study how to train surrogates model for boosting transfer attack.

Language: Python - Size: 147 KB - Last synced at: 8 months ago - Pushed at: 10 months ago - Stars: 14 - Forks: 3

vinnik-dmitry07/full-batch

Super-Convergence on CIFAR10

Language: Python - Size: 4.34 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

gjlee0802/LeNet-5

LeNet-5 with SAM, Generalization

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

samjschapiro/ssam

Second-order sharpness-aware minimization

Language: Jupyter Notebook - Size: 660 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

wangermeng2021/FastClassification

FastClassification is a tensorflow toolbox for class classification. It provides a training module with various backbones and training tricks towards state-of-the-art class classification.

Language: Python - Size: 30.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 2

tml-epfl/understanding-sam

Towards Understanding Sharpness-Aware Minimization [ICML 2022]

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 3