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Search results for python cifar

866 search results found

Tensor2tensor ⭐ 13,701

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Deep Learning 21 Examples ⭐ 3,883

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Supcontrast ⭐ 2,728

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Pylearn2 ⭐ 2,712

Warning: This project does not have any current developer. See bellow.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Alibi Detect ⭐ 2,010

Algorithms for outlier, adversarial and drift detection

Unsupervised Data Augmentation (UDA)

Pixel Cnn ⭐ 1,650

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

Tsne Cuda ⭐ 1,610

GPU Accelerated t-SNE for CUDA with Python bindings

Senet.pytorch ⭐ 1,494

PyTorch implementation of SENet

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

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.

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Data Efficient Gans ⭐ 1,231

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

Unsupervised Classification ⭐ 1,217

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Keras Resnet ⭐ 1,194

Residual networks implementation using Keras-1.0 functional API

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.

Federated Learning ⭐ 1,042

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

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

Knowledge Distillation Zoo ⭐ 804

Pytorch implementation of various Knowledge Distillation (KD) methods.

Stochastic Weight Averaging in PyTorch

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Cifar 10 Cnn ⭐ 726

Play deep learning with CIFAR datasets

Random Erasing ⭐ 697

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

Densenet ⭐ 658

DenseNet implementation in Keras

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

Senet Tensorflow ⭐ 611

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

Mixmatch Pytorch ⭐ 594

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

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Densenet Tensorflow ⭐ 575

DenseNet Implementation in Tensorflow

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

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Neural Network Genetic Algorithm ⭐ 516

Evolving a neural network with a genetic algorithm.

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Featurelearningrotnet ⭐ 496

Filter Pruning Geometric Median ⭐ 489

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

Densenet Tensorflow ⭐ 471

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

Invertible Resnet ⭐ 448

Official Code for Invertible Residual Networks

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

Residualattentionnetwork Pytorch ⭐ 423

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

Efficient Learning of Augmentation Policy Schedules

Cifar10 Tensorflow ⭐ 395

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率

Imbalanced Semi Self ⭐ 393

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

Resnext.pytorch ⭐ 388

Reproduces ResNet-V3 with pytorch

Datasetcondensation ⭐ 382

Dataset Condensation (ICLR21 and ICML21)

Ml Examples ⭐ 381

Arm Machine Learning tutorials and examples

Attention Augmented Conv2d ⭐ 363

Implementing Attention Augmented Convolutional Networks using Pytorch

A simple and effective method for detecting out-of-distribution images in neural networks.

Capslayer ⭐ 354

CapsLayer: An advanced library for capsule theory

Class Balanced Loss ⭐ 349

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Cifar10_challenge ⭐ 342

A challenge to explore adversarial robustness of neural networks on CIFAR10.

Sparse_learning ⭐ 334

Sparse learning library and sparse momentum resources.

Xnor Net Pytorch ⭐ 331

PyTorch Implementation of XNOR-Net

Cliquenet ⭐ 321

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

Glow Pytorch ⭐ 317

Simple, extendable, easy to understand Glow implementation in PyTorch

Model_compression ⭐ 315

Implementation of model compression with knowledge distilling method.

Implementation of the mixup training method

Ebm_code_release ⭐ 303

Code for Implicit Generation and Generalization with Energy Based Models

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

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

Vision Transformers Cifar10 ⭐ 292

Let's train vision transformers (ViT) for cifar 10!

Snapshot Ensembles ⭐ 277

Snapshot Ensemble in Keras

Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"

Pt.darts ⭐ 274

PyTorch Implementation of DARTS: Differentiable Architecture Search

Pytorch_diffusion ⭐ 271

PyTorch reimplementation of Diffusion Models

Densenetcaffe ⭐ 269

Caffe code for Densely Connected Convolutional Networks (DenseNets)

Imagenet Fast ⭐ 268

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

Machine Learning ⭐ 264

my machine-learning tutorial

Neural Architecture Optimization

Wide Resnet.pytorch ⭐ 258

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

Task_adaptation ⭐ 253

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)

Dawn Bench Entries ⭐ 235

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

aw_nas: A Modularized and Extensible NAS Framework

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Bag Of Tricks For At ⭐ 226

Empirical tricks for training robust models (ICLR 2021)

Mentornet ⭐ 226

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

Spatially Adaptive Computation Time for Residual Networks

Pyramidnet Pytorch ⭐ 215

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

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