[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
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Apr 11, 2024 - Python
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sharpness-aware-minimization
Here are 14 public repositories matching this topic...
Towards Understanding Sharpness-Aware Minimization [ICML 2022]
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Jun 14, 2022 - Jupyter Notebook
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.
sam image-classification mixup autoaugment lr-finder tensorflow2 cutmix randaugment sharpness-aware-minimization progressive-resizing
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Jun 26, 2021 - Python
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)"
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Mar 18, 2024 - Python
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.
data-augmentation adversarial-attacks adversarial-training gradient-regularization black-box-attack transfer-attack sharpness-aware-minimization distribution-shift
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Aug 22, 2024 - Python
(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"
machine-learning computer-vision deep-learning optimization scaffold moon federated-learning continual-learning distributed-learning federated-learning-framework fedavg fedprox sharpness-aware-minimization fedntd fednova fedsol fedsam perfedavg knnper
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Jun 28, 2024 - Python
Code for AAAI 2024 paper: CR-SAM: Curvature Regularized Sharpness-Aware Minimization
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Nov 29, 2024 - Python
Sharpness Aware Minimization for Fastai
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Feb 26, 2021 - Python
Data Augmented Flatness-aware Gradient Projection for Continual Learning. ICCV, 2023.
data-augmentation subspace-learning continual-learning catastrophic-forgetting orthogonal-projection sharpness-aware-minimization gradient-projection
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Sep 29, 2023 - Python
[AAAI 2025] Flexible Sharpness-Aware Personalized Federated Learning
image-classification federated-learning personalized-federated-learning sharpness-aware-minimization
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Dec 12, 2024
LeNet-5 with SAM, Generalization
mnist generalization lenet-5 generalization-ability sharpness-aware-minimization generalization-of-deep-cnn
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May 5, 2024 - Jupyter Notebook
Super-Convergence on CIFAR10
sophia cifar10 lion second-order-optimization adamw super-convergence weight-decay sharpness-aware-minimization madgrad large-batch-optimization lion-optimizer
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Jun 17, 2024 - Python
PyTorch implementation of Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning
machine-learning deep-learning optimization pytorch pytorch-implementation sharpness-aware-minimization penalizing-gradient-norm
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Aug 11, 2024 - Python
Improving Generalization with Flat Hilbert Bayesian Inference
sharpness-aware-minimization foundation-models stein-variational-gradient-descent low-rank-adaptation robust-machine-learning-
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Nov 24, 2024 - Python
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