Zheng's repositories
awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
Compact-Transformers
[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
DefenseGAN-and-Cowboy-Defense
This repository implements the two popular defense architectures DefenseGAN and Cowboy that leverage GAN to protect classifiers against test time evasive adversarial attacks
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
do-research-in-AI
A repository of useful research/skill-upgrading talks or acticles in NLP/CV/AI Area (in Chinese).
zheng547.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
early-stopping-pytorch
Early stopping for PyTorch
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
Learning-OpenCV-4-Computer-Vision-with-Python-Third-Edition
Learning OpenCV 4 Computer Vision with Python 3 – Third Edition, published by Packt
MAE-cifar10
PyTorch implementation of Masked Autoencoder
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
MEAL-V2
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
moco-v3
PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
Python-Tutorial
Personal Notes about Python Learning.
python_PlateRecogntion
python opencv 车牌识别 PlateRecogntion
pytorch-cifar
95.47% on CIFAR10 with PyTorch
Pytorch-VAE
This is an implementation of the VAE (Variational Autoencoder) for Cifar10
pytorch_model
wirte simple models by pytorch,such as lstm/gru/bilstm
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
SSD
High quality, fast, modular reference implementation of SSD in PyTorch
Tiny-ImageNet
Image classification on Tiny ImageNet
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch