xuwangyin

dinov2-finetune

Finetuning DINOv2 (https://github.com/facebookresearch/dinov2) on your own dataset

GAT-CIFAR10

GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification

GAT-MNIST

GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification

GAT-ImageNet

GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification

AT-EBMs

cnn_partition

Run part of cnn model on the client, the other part on the server

GAT-Generative-Adversarial-Training

cubic-dnn

GAT-synthetic

GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification

notebooks

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

Beta-VAE

Pytorch implementation of β-VAE

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

CelebAHQAttributes

A Pytorch dataset class for CelebAHQ images and attributes

customizedresent18-imagenet

fzf

:cherry_blossom: A command-line fuzzy finder

ImageCaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune", self-critical training is under my self-critical.pytorch repository.)

InNOutRobustness

Adversarial Robustness on In- and Out-Distribution Improves Explainability

language_ebms

neural-instructor

neural network based models that could interact with each other to finish simple 2D shape paintings

obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

pytorch-progress-bar-earlystop

Demonstrate how to use progress bar in pytorch

revisiting-at

Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

SVHNClassifier

A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

VAE-CelebA128-pytorch

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

variation-regularization-imagenet100

xuwangyin.github.io.bak2

My Academic Homepage