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1.1k

4.0k

unknown

34

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, N...

nasnet resnet pytorch resnext cifar100 densenet xception googlenet mobilenet shufflenet squeezenet wideresnet inceptionv3 inceptionv4 deep-learning inception-resnet-v2 image-classification

Created 2017-04-22

243 commits to master branch, last one 2 years ago

pytorch-classification bearpaw

560

1.7k

mit

29

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

124

1.3k

mit

18

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

1,526 commits to main branch, last one 3 days ago

neural-backed-decision-trees alvinwan

131

601

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 2 years ago

pytorch-cifar-models chenyaofo

50

278

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

CTKD zhengli97

12

137

apache-2.0

3

[AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"

aaai2023 cifar100 imagenet computer-vision curriculum-learning dynamic-temperature knowledge-distillation

Created 2022-11-30

32 commits to master branch, last one 10 days ago

BSConv zeiss-microscopy

22

133

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 3 years ago

dytox arthurdouillard

20

133

apache-2.0

3

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

cifar100 imagenet transformer computer-vision dynamic-network continual-learning

Created 2021-11-22

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

Co-learning chengtan9907

10

112

unknown

3

The official implementation of the ACM MM'2021 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

112

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

YOCO JunlinHan

10

99

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 10 months ago

CeiT-pytorch rishikksh20

15

98

mit

2

Implementation of Convolutional enhanced image Transformer

ceit pytorch cifar100 imagenet classifier transformer computer-vision vision-transformer attention-mechanism image-classification

Created 2021-03-25

20 commits to master branch, last one 3 years ago

a-PyTorch-Tutorial-to-Class-Incremental-Learning G-U-N

6

80

mit

3

a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.

resnet pytorch cifar100 tutorial computer-vision pytorch-tutorial continual-learning distributed-training incremental-learning class-incremental-learning

Created 2022-05-22

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

sensAI GuanhuaWang

8

63

apache-2.0

9

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

vgg mlsys sysml resnet cifar10 cifar-10 cifar100 imagenet cifar-100 imagenet1k mobilenet-v2 deep-learning shufflenet-v2 machine-learning cnn-classification distributed-systems deep-neural-networks distributed-deep-learning distributed-machine-learning

Created 2019-03-05

163 commits to master branch, last one 3 years ago

DM-KD zhengli97

2

40

unknown

6

Official PyTorch Code for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?" (https://arxiv.org/abs/2305.12954)

cifar100 imagenet computer-vision diffusion-models image-classification knowledge-distillation

Created 2023-05-22

14 commits to main branch, last one 6 months ago

TailCalibX rahulvigneswaran

4

37

mit

4

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

Created 2021-10-13

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

PoDD AsafShul

1

32

unknown

3

Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.

bptt cifar10 cifar100 compression cub200-2011 deep-learning tiny-imagenet computer-vision machine-learning dataset-distillation

Created 2024-03-11

3 commits to main branch, last one 2 months ago