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l_dmi

Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"

mae-1

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mae_rpe

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mixmatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

mixupfamily

The implementation of mixup and mainfold mixup method with standard models(PreActRes, WideRes, Dense) in Cifar10, Cifar100 and SVHN dataset on supervised(sl) and semi-supervised(ssl) tasks.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

moco-pytorch

An unofficial Pytorch implementation of "Improved Baselines with Momentum Contrastive Learning" (MoCoV2) - X. Chen, et al.

moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

models

Models and examples built with TensorFlow

nlnl-negative-learning-for-noisy-labels

NLNL: Negative Learning for Noisy Labels

noisy_label

Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"

pba

Efficient Learning of Augmentation Policy Schedules

periodic-table

plotneuralnet

Latex code for making neural networks diagrams

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-nptransforms

Pytorch transforms based on numpy arrays instead of PIL Image

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

pytorch-unsupervised-segmentation

readme

README文件语法解读，即Github Flavored Markdown语法介绍

representation-flow-cvpr19

Code and models for our CVPR'19 paper "Representation Flow for Action Recognition"

scikit-image

Image processing in Python

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

tensorboardx

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

torchlars

A LARS implementation in PyTorch

tvnet_pytorch

Tvnet implemented in pytorch

uda

TensorFlow code for Unsupervised Data Augmentation (UDA)

unsup_temp_embed

Official implementation of the paper: Unsupervised learning of action classes with continuous temporal embedding (CVPR'19)

vat

Code for reproducing the results on the MNIST dataset in the paper "Distributional Smoothing with Virtual Adversarial Training"