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GitHub topics: imagenet-c

iCGY96/APR

[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

Language: Python - Size: 4.36 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 9

VITA-Group/AugMax

[NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.

Language: Python - Size: 915 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 125 - Forks: 21

SamsungLabs/gps-augment

Simple but high-performing method for learning a policy of test-time augmentation

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 1

tjdhg456/QualNet-Pytorch

Unofficial Pytorch implementation of QualNet, "Quality-Agnostic Image Recognition via Invertible Decoder (CVPR, 2021)"

Language: Python - Size: 175 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Related Keywords
imagenet-c 4 robustness 3 qualnet 1 low-resolution 1 face 1 corruption 1 uncertainty 1 uai2020 1 test-time-augmentation 1 pytorch 1 out-of-domain 1 ensembles 1 domain-shift 1 deep-learning 1 deep-ensemble 1 data-augmentation 1 out-of-distribution 1 normalization-techniques 1 model-robustness 1 adversarial-learning 1 out-of-distribution-detection 1 frequency-analysis 1 domain-generalization 1