Yif Yang's repositories

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DSSL

Official repo for Directional Self-supervised Learning for Heavy Image Augmentations [CVPR2022]

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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)

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nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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pytorch-estimate-flops

Estimate/count FLOPS for a given neural network using pytorch

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early-exit-ensembles

Early exit ensembles

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SoCo

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

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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Lite-HRNet

This is an official pytorch implementation of Lite-HRNet: A Lightweight High-Resolution Network.

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lite_hrnet

Lite-HRNet: A Lightweight High-Resolution Network

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simclr-pytorch

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

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byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

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pytorch-SimSiam

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

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drbayes

Code Repo for "Subspace Inference for Bayesian Deep Learning"

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SimSiam-91.9-top1-acc-on-CIFAR10

Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.

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SimSiam

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

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BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

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swav-cifar10

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

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Skypool_Objection_Detection

Skypool_Objection_Detection

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mac-teamviewer-crack

crack teamviewer 15 for mac

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SimCLR

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

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moco

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

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swa_gaussian

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

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PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

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