Discover gatheluck/CnnSpacialSensitivity Open Source project

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Python
License
MIT License
Created over 4 years ago
Updated over 3 years ago

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Unofficial pytorch implementation of Spacial Sensitivity experiments performed in 'Interpreting Adversarially Trained Convolutional Neural Networks [Zhang+, ICML 2019]' and 'Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet [Brendel+, ICLR2019]'

FourierHeatmap

Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]

Python

pytorch-SelectiveNet

Unofficial pytorch implementation of 'SelectiveNet: A Deep Neural Network with an Integrated Reject Option' [Geifman+, ICML2019]

Python

PatchGaussian

Unofficial pytorch implementation of Patch Gaussian Augmentation proposed in 'Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation' [Lopes+, arXiv 2019]

Python

cvpaperchallenge-homepage

cvpaper.challenge homepage project.

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