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11 search results found
Pytorch Playground
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2,366
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Pba
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400
Efficient Learning of Augmentation Policy Schedules
Imbalanced Semi Self
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393
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
Cutout
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302
2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
Fusenet
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233
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Simplenet
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83
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
Wide Residual Network
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35
Wide-residual network implementations. Best result for cifar10(97.12%), cifar100(84.12%), and other kaggle challenges
Residual Flow
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25
An implementation of the Residual Flow algorithm for out-of-distribution detection.
Epsilonresnet
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17
The implementation of epsilon ResNet
Pytorch Quant
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9
DL quantization for pytorch
Ood Detection
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7
Code for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"
Arch_uncert
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6
Code for "Variational Depth Search in ResNets" (https://arxiv.org/abs/2002.02797)
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Python Svhn (233)
1-11 of 11 search results
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