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about_me

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

deeplearning

defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

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

delf-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

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).

dsc-net

A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)

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

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

machinelearningnote

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.

practicing-federated-learning

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-classification-advprop

pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

pytorch-vae

This is an implementation of the VAE (Variational Autoencoder) for Cifar10