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Yif Yang's Projects

pytorch-cifar100 icon 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, WideResNet)

pytorch-simsiam icon pytorch-simsiam

A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.

pytorch_resnet_cifar10 icon pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

rzsz icon rzsz

lrzsz上传下载mac配置 及两个必要的.sh文件 iterm2-recv-zmodem.sh 和 iterm2-send-zmodem.sh

simclr icon simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

simclr-pytorch icon simclr-pytorch

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

simsiam icon simsiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

soco icon soco

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

swa icon swa

Stochastic Weight Averaging in PyTorch

swa_gaussian icon swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

swav-cifar10 icon swav-cifar10

SwAV for CIFAR-10, adapted from https://github.com/facebookresearch/swav

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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