Search Results - RepositoryStats

knowledge-distillation-pytorch haitongli

344

1.9k

mit

20

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

cifar10 pytorch dark-knowledge computer-vision model-compression deep-neural-networks knowledge-distillation

Created 2018-03-09

136 commits to master branch, last one 2 years ago

pytorch-classification bearpaw

563

1.7k

mit

30

Classification with PyTorch.

wrn resnet cifar10 pytorch resnext cifar100 densenet imagenet preresnet classification wide-residual-networks

Created 2017-05-10

48 commits to master branch, last one 5 years ago

torchdistill yoshitomo-matsubara

131

1.4k

mit

19

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Traine...

nlp coco glue cifar10 pytorch cifar100 imagenet pascal-voc transformer google-colab colab-notebook object-detection amazon-sagemaker-lab image-classification semantic-segmentation knowledge-distillation natural-language-processing

Created 2019-12-18

1,538 commits to main branch, last one about a month ago

pytorch_image_classification hysts

303

1.4k

mit

27

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

cifar10 pytorch imagenet fashion-mnist computer-vision

This repository has been archived (exclude archived)

Created 2017-12-09

185 commits to master branch, last one 2 years ago

hlb-CIFAR10 tysam-code

75

1.2k

apache-2.0

19

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

cifar10 world-record deep-learning neural-network experimentation machine-learning speedyconvnet7-1-0 language-models-are-next responsive-to-issue-tickets

Created 2022-12-11

21 commits to main branch, last one about a year ago

one-pixel-attack-keras Hyperparticle

216

1.2k

mit

29

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cnn nlp keras cifar10 imagenet tensorflow deep-learning neural-network image-processing machine-learning

Created 2018-02-17

56 commits to master branch, last one 3 years ago

cifar-10-cnn BIGBALLON

290

821

mit

30

Play deep learning with CIFAR datasets

keras cifar10 densenet cifar-100 tensorflow deep-learning learning-rate residual-networks convolutional-neural-networks

Created 2017-08-02

51 commits to master branch, last one 4 years ago

PyTorch_CIFAR10 huyvnphan

155

647

mit

7

Pretrained TorchVision models on CIFAR10 dataset (with weights)

cifar10 pytorch torchvision deeplearning computer-vision pretrained-models pretrained-weights

Created 2019-07-09

62 commits to master branch, last one 3 years ago

neural-backed-decision-trees alvinwan

130

608

mit

18

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

cifar10 pytorch cifar100 imagenet tiny-imagenet decision-trees explainability neural-networks interpretability pretrained-models pretrained-weights image-classification neural-backed-decision-trees

Created 2020-03-20

830 commits to master branch, last one 3 years ago

AutoGAN VITA-Group

87

464

mit

17

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

gan autogan cifar10 pytorch neural-architecture-search

Created 2019-08-01

19 commits to master branch, last one 3 years ago

neural-api joaopauloschuler

199

379

lgpl-2.1

61

CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.

Created 2019-09-23

959 commits to master branch, last one about a month ago

pytorch-cifar-models chenyaofo

53

313

bsd-3-clause

1

Pretrained models on CIFAR10/100 in PyTorch

cifar10 pytorch cifar100 notebook deep-learning classification pretrained-models pytorch-cifar-models

Created 2019-04-28

46 commits to master branch, last one about a year ago

naszilla naszilla

46

304

apache-2.0

12

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

automl bananas cifar10 pytorch tensorflow deep-learning nas-algorithms meta-neural-network convolutional-networks neural-architecture-search convolutional-neural-networks

Created 2019-10-26

93 commits to master branch, last one about a year ago

nnPUlearning kiryor

64

297

other

9

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

mnist chainer cifar10 pu-learning nnpu-learning

Created 2017-04-04

16 commits to master branch, last one about a year ago

BottleneckTransformers leaderj1001

50

274

mit

7

Bottleneck Transformers for Visual Recognition

cifar10 imagenet transformers image-recognition image-classification bottleneck-transformers

Created 2021-01-28

17 commits to main branch, last one 3 years ago

generative_adversarial_networks_101 mafda

79

204

mit

8

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Created 2018-06-14

162 commits to master branch, last one about a year ago

Pytorch-Image-Classification Kedreamix

24

202

unknown

3

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。

vgg resnet alexnet cifar10 mnasnet pytorch densenet goolenet inception mobilenet shufflenet

Created 2021-09-08

141 commits to main branch, last one 11 months ago

pytorch-speech-commands tugstugi

46

196

unknown

4

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

kaggle resnet cifar10 pytorch resnext densenet deep-learning classification neural-network dual-path-networks speech-recognition wide-residual-networks

Created 2018-01-20

77 commits to master branch, last one 6 years ago

lookahead_pytorch lonePatient

31

188

mit

5

pytorch implement of Lookahead Optimizer

cifar10 pytorch lookahead optimizer resnet-18

Created 2019-07-28

18 commits to master branch, last one 4 years ago

resnet-cifar10-caffe ethanhe42

125

166

mit

3

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

caffe cifar vgg16 resnet cifar10

Created 2016-08-13

52 commits to master branch, last one 6 months ago

Pruning_filters_for_efficient_convnets tyui592

27

148

unknown

1

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

vgg cifar10 pruning pytorch deep-neural-networks pytorch-implementation

Created 2019-10-01

4 commits to master branch, last one about a year ago

BSConv zeiss-microscopy

23

136

bsd-3-clause-clear

6

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

zeiss resnet cifar10 pytorch cifar100 cvpr2020 mobilenet deep-learning image-classification efficient-neural-networks blueprint-separable-convolutions depthwise-separable-convolutions

Created 2020-03-31

124 commits to master branch, last one 4 years ago

Co-learning chengtan9907

9

117

unknown

3

The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.

cifar10 pytorch cifar100 benchmark label-noise awesome-list noisy-labels deep-learning contrastive-learning noisy-label-learning self-supervised-learning semi-supervised-learning

Created 2021-03-17

8 commits to master branch, last one 2 years ago

Augmentation-for-LNL KentoNishi

13

113

mit

6

[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".

cvpr cifar10 cifar100 cvpr2021 clothing1m label-noise data-augmentation augmentation-policies label-noise-robustness semi-supervised-learning data-augmentation-strategies

Created 2020-11-18

32 commits to master branch, last one 2 years ago

efficientnet-pytorch narumiruna

31

112

mit

2

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

mnist cifar10 pytorch imagenet efficientnet

Created 2019-06-01

182 commits to main branch, last one 5 days ago

petridishnn microsoft

23

110

mit

14

Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

automl cifar10 imagenet cifar-100 deep-learning image-classification deep-learning-algorithms neural-architecture-search

Created 2019-04-10

28 commits to master branch, last one about a year ago

YOCO JunlinHan

10

103

unknown

4

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

icml cifar10 pytorch cifar100 imagenet rain-removal classification computer-vision object-detection super-resolution data-augmentation data-augmentations imagenet-classifier contrastive-learning instance-segmentation data-augmentation-strategies

Created 2022-01-27

38 commits to main branch, last one about a year ago

gans-2.0 tlatkowski

14

78

mit

4

Generative Adversarial Networks in TensorFlow 2.0

Created 2019-05-25

243 commits to master branch, last one 3 years ago

dbViz somepago

12

76

apache-2.0

3

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

cifar10 pytorch decision-boundaries visualization-tools neural-network-visualizations understanding-neural-networks decision-boundary-visualizations

Created 2021-11-22

23 commits to main branch, last one 2 years ago

VisualizingNDF Nicholasli1995

20

70

mit

5

Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI

mnist cifar10 deep-learning visualization age-estimation computer-vision machine-learning imageclassification

Created 2019-03-11

96 commits to master branch, last one 2 years ago