zyllin's repositories
Adversarial_Patch_Attack
Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)
CD-VAE
[NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
constructed-datasets
Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
DPatch
An adversarial attack on object detectors
EDGE
EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning
FourierHeatmap
Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]
gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
HSIC-bottleneck
The HSIC Bottleneck: Deep Learning without Back-Propagation
IDNNs
explore DNNs via Infomration
ifsl
[NeurIPS 2020] Released code for Interventional Few-Shot Learning
mixup-cifar10
mixup: Beyond Empirical Risk Minimization
MoCo
A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
pytorch-classification
Classification with PyTorch.
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
robustness-1
Corruption and Perturbation Robustness (ICLR 2019)
SimCLR
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
srVAE
VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
the-gan-zoo
A list of all named GANs!
vision
Datasets, Transforms and Models specific to Computer Vision
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
zhiyugege.github.io
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