zzd1992/Adversarial-Defense-by-Suppressing-High-Frequencies

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Created about 5 years ago
Updated almost 5 years ago

zzd1992/Adversarial-Defense-by-Suppressing-High-Frequencies

zzd1992

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An efficient adversarial defense method with strong insights which won the fifth place of the IJCAI-2019 Alibaba Adversarial AI Challenge.

Image-Local-Attention

A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.

GBDTMO

Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.

GBDTMO-EX

Examples and experiments of GBDT for multiple outputs.

Numpy-Pytorch-Bicubic

Matlab's bicubic resize on Numpy and PyTorch.