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Search results for pytorch cifar10

96 search results found

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Pytorch Playground ⭐ 2,366

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

Knowledge Distillation Pytorch ⭐ 1,780

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

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.

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

Pytorch_resnet_cifar10 ⭐ 614

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

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Autogan ⭐ 460

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

Neural Backed Decision Trees ⭐ 445

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

Naszilla ⭐ 269

Naszilla is a Python library for neural architecture search (NAS)

Quantized_distillation ⭐ 266

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

Pytorch Cifar Models ⭐ 245

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

Pyramidnet Pytorch ⭐ 215

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

Wideresnet Pytorch ⭐ 206

Wide Residual Networks (WideResNets) 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 Cifar Models ⭐ 174

Pretrained models on CIFAR10/100 in PyTorch

Pytorch Cifar10 ⭐ 143

pytorch and cifar10

Pytorch Image Classification ⭐ 124

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re

Lookahead_pytorch ⭐ 122

pytorch implement of Lookahead Optimizer

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Efficientnet Pytorch ⭐ 108

A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

Co Learning Learning From Noisy Labels With Self Supervision ⭐ 107

The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Shiftresnet Cifar ⭐ 92

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

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

Pytorch_shake_shake ⭐ 89

A PyTorch implementation of shake-shake

Fast Autoaugment Efficientnet Pytorch ⭐ 88

A Pytorch implementation of Fast AutoAugment and EfficientNet

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Badnets Pytorch ⭐ 70

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Pytorch Cifar Model Hub ⭐ 65

Implementation of Conv-based and Vit-based networks designed for CIFAR.

Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.

[ICLR'19] Complement Objective Training

Lambdanetworks ⭐ 50

Mobilenet V2_cifar10 ⭐ 46

a pytorch implement of mobileNet v2 on cifar10

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Pytorch Cifar10 ⭐ 39

The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch

Shake Drop_pytorch ⭐ 36

PyTorch implementation of shake-drop regularization

Nice_pytorch ⭐ 36

Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.

Multi Task Image Classification ⭐ 36

Multi-task learning for image classification implemented in PyTorch.

Pytorch Nin Cifar10 ⭐ 36

pytorch implementation of network-in-network model on cifar10

Caffe2 Tutorial ⭐ 35

Caffe2 C++/Python tutorial with full demo

Learning Rate Dropout ⭐ 35

Pytorch implementation of Learning Rate Dropout.

This repository contains an official implementation of LPBNN.

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).

Class Activation Map with Pytorch

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218

Dsdh_pytorch ⭐ 20

Source code for paper "Deep Supervised Discrete Hashing" on NeurIPS-2017

Porting pytorch dcgan on FloydHub

Improvedgan Pytorch ⭐ 17

Improved Techniques for Training GANs for cifar10 dataset

PyTorch implementation of "Dynamic Structure Pruning for Compressing CNNs" (AAAI 2023 Oral)

Rezero Resnet ⭐ 17

Unofficial pytorch implementation of ReZero in ResNet

Cifarclassify ⭐ 17

实现常用图像分类算法

Resnet Pytorch Cifar10 ⭐ 16

PyTorch implementation of residual networks trained on CIFAR-10 dataset

Kaggle Cifar10 ⭐ 14

这是kaggle-cifar10的baseline

VGrow for deep generative learning

Turing Gan ⭐ 13

Source code for "Training Generative Adversarial Networks Via Turing Test".

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

Analytical Learning Theory ⭐ 12

97.39% on CIFAR10 with PyTorch

Contrastive2021 ⭐ 11

Implementation for paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

Pytorch Mgpu Cifar10 ⭐ 11

testing multi gpu for pytorch

Film Ensemble ⭐ 11

[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

Knowledge_distillation ⭐ 11

PyTorch implementation of "Distilling the Knowledge in a Neural Network"

Novograd Pytorch ⭐ 11

pytorch implement of NovoGrad Optimizer

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Mobilenetv3 ⭐ 9

An implementation of MobileNetV3 with pyTorch

Pytorch_resnet ⭐ 9

A PyTorch implementation of ResNet

Pytorch_cutout ⭐ 8

A PyTorch implementation of Cutout

Cifar10 Cnn Exercise ⭐ 8

A model to classify images from the CIFAR-10 dataset using PyTorch.

Pytorch Cifar10 ⭐ 8

Image classification models on CIFAR10 dataset using pytorch

Model Zoo ⭐ 8

Examples of Generative Adversarial Networks built using torchgan

Pytorch Demo ⭐ 8

A small demo for training cnn with pytorch.

Dpsh_pytorch ⭐ 8

Source code for paper "Feature Learning based Deep Supervised Hashing with Pairwise Labels" on IJCAI-2016

Wrn Pytorch ⭐ 8

A pytorch implementation of WRN for CIFAR10

Vq Vae Images ⭐ 8

PyTorch implementation of VQ-VAE applied on CIFAR10 dataset

Vanilla Adversarial Training ⭐ 8

vanilla training and adversarial training in PyTorch

Multi Sample_dropout_pytorch ⭐ 7

a simple pytorch implement of Multi-Sample Dropout

Pytorch Classification ⭐ 7

Pytorch model for classification

Qtclassification ⭐ 7

A lightweight and extensible toolbox for image classification

Classification Cifar10 Pytorch ⭐ 7

Train several classical classification networks in cifar10 dataset by PyTorch

Regnet Pytorch ⭐ 7

PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet

implement of paper 'Probabilistic End-to-end Noise Correction for Learning with Noisy Labels'

Repository for the Exposing Outlier Exposure paper

Trainableactivation ⭐ 7

Implementation for the article "Trainable Activations for Image Classification"

Cifar 10_pytorch ⭐ 6

Implement MobileNets architecture in PyTorch using the CIFAR 10 dataset

Densenet_cifar10 ⭐ 6

Meta-learning learning rates with higher

Sngan.pytorch ⭐ 6

An unofficial Pytorch implementation SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.

Cifar10_pytorch ⭐ 6

Model benchmark on CIFAR10 dataset in PyTorch.

Cifar_pytorch Lightning ⭐ 6

CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning

Pytorch Cifar10 ⭐ 6

practice on CIFAR10 with PyTorch

Pytorch Deep Learning ⭐ 6

GTSRB (Traffic sign), MNIST, CIFAR image classification and other good starting point

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