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Search results for pytorch cifar

285 search results found

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Senet.pytorch ⭐ 1,494

PyTorch implementation of SENet

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Federated Learning ⭐ 1,042

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Vit Pytorch ⭐ 984

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Mixup Cifar10 ⭐ 817

mixup: Beyond Empirical Risk Minimization

Stochastic Weight Averaging in PyTorch

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Random Erasing ⭐ 697

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Mdistiller ⭐ 634

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/pap

Densenet.pytorch ⭐ 632

A PyTorch implementation of DenseNet.

Fixmatch Pytorch ⭐ 623

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

Pytorch_resnet_cifar10 ⭐ 614

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

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Mixmatch Pytorch ⭐ 594

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

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Dataloaders_dali ⭐ 569

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Mimicry ⭐ 556

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Deep Svdd Pytorch ⭐ 538

A PyTorch implementation of the Deep SVDD anomaly detection method

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Filter Pruning Geometric Median ⭐ 489

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

Residualattentionnetwork Pytorch ⭐ 423

a pytorch code about Residual Attention Network. This code is based on two projects from

Resnext.pytorch ⭐ 388

Reproduces ResNet-V3 with pytorch

Attention Augmented Conv2d ⭐ 363

Implementing Attention Augmented Convolutional Networks using Pytorch

Sparse_learning ⭐ 334

Sparse learning library and sparse momentum resources.

Xnor Net Pytorch ⭐ 331

PyTorch Implementation of XNOR-Net

Glow Pytorch ⭐ 317

Simple, extendable, easy to understand Glow implementation in PyTorch

Implementation of the mixup training method

Img_classification_pk_pytorch ⭐ 299

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Yellowfin_pytorch ⭐ 293

auto-tuning momentum SGD optimizer

Pt.darts ⭐ 274

PyTorch Implementation of DARTS: Differentiable Architecture Search

Pytorch_diffusion ⭐ 271

PyTorch reimplementation of Diffusion Models

Wide Resnet.pytorch ⭐ 258

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

PyTorch Framework for Developing Memory Efficient Deep Invertible Networks

Minimalist implementation of VQ-VAE in Pytorch

Attention_branch_network ⭐ 236

Attention Branch Network (CIFAR100, ImageNet models)

Pyramidnet Pytorch ⭐ 215

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Mobilenetv3 Pytorch ⭐ 197

Implementing Searching for MobileNetV3 paper using Pytorch

Pytorch Vgg Cifar10 ⭐ 191

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

Pytorch Distributed Training ⭐ 174

Simple tutorials on Pytorch DDP training

Stand Alone Self Attention ⭐ 171

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

Pruning Filter In Filter ⭐ 161

Pruning Filter in Filter(NeurIPS2020)

Pytorch Gan Collections ⭐ 153

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

Msdnet Pytorch ⭐ 151

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Skip Ganomaly ⭐ 144

Source code for Skip-GANomaly paper

Simclr Pytorch ⭐ 140

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

Pytorch1.0 Cn ⭐ 139

PyTorch 1.0 官方文档中文版，欢迎关注微信公众号：磐创AI

Fixmatch Pytorch ⭐ 129

Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.

Ranet Pytorch ⭐ 129

Resolution adaptive network

The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].

Lookahead_pytorch ⭐ 122

pytorch implement of Lookahead Optimizer

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Nsga Net ⭐ 114

NSGA-Net, a Neural Architecture Search Algorithm

Pytorch Capsulenet ⭐ 113

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

Mixmatch Pytorch ⭐ 106

Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)

Dst Cbc ⭐ 106

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

Mixup_pytorch ⭐ 104

A PyTorch implementation of the paper Mixup: Beyond Empirical Risk Minimization in PyTorch

MoEx (Moment Exchange)

Learntopayattention ⭐ 99

PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)

Hypernetworks ⭐ 95

PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

Official implementation of FQ-GAN

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Abcpruner ⭐ 90

Pytorch implementation of our IJCAI 2020 -- Channel Pruning via Automatic Structure Search

Pytorch_shake_shake ⭐ 89

A PyTorch implementation of shake-shake

Energy_based_generative_models ⭐ 87

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

Pytorch Auto Augment ⭐ 82

PyTorch implementation of AutoAugment.

Adamw Pytorch ⭐ 78

Implementation and experiments for AdamW on Pytorch

Pytorch Res2net ⭐ 72

PyTorch implementation of Res2Net

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

Badnets Pytorch ⭐ 70

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

T Revision ⭐ 69

NeurIPS'2019: Are Anchor Points Really Indispensable in Label-Noise Learning?

Pytorch Gconv Experiments ⭐ 66

Experiments with Group Equivariant Convolutions in PyTorch

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Darts Pytorch ⭐ 66

PyTorch 1.0 supported for CNN exp.

Se_densenet ⭐ 64

This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen and Gang Sun) module, writen in Pytorch, train and eval codes have been released.

Torchline ⭐ 63

Easy to use Pytorch

This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

Pytorch_squeezenet ⭐ 62

Implementation of Squeezenet in pytorch, pretrained models on Cifar 10 data to come

Entropy Sgd ⭐ 61

Lua implementation of Entropy-SGD

Pytorch Be Your Own Teacher ⭐ 61

A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', https://arxiv.org/abs/1905.08094

[ICLR'19] Complement Objective Training

Hyperion ⭐ 61

Python toolkit for speech processing

PyTorch implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"

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