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Search results for cifar

1,160 search results found

Tensor2tensor ⭐ 13,701

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

Vision_transformer ⭐ 8,669

Deep Residual Networks ⭐ 5,695

Deep Residual Learning for Image Recognition

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Densenet ⭐ 4,652

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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)

Resnext ⭐ 1,652

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

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.

Autoaugment ⭐ 1,382

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

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.

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Wide Residual Networks ⭐ 1,064

3.8% and 18.3% on CIFAR-10 and CIFAR-100

Federated Learning ⭐ 1,042

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

Vit Pytorch ⭐ 984

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

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?"

Obfuscated Gradients ⭐ 846

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

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

Generative Adversarial Networks implemented in PyTorch and Tensorflow

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

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Robustness ⭐ 740

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

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)

Sparknet ⭐ 601

Distributed Neural Networks for Spark

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

Hashing Baseline For Image Retrieval ⭐ 563

:octocat:Various hashing methods for image retrieval and serves as the baselines

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Mimicry ⭐ 556

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Torch Residual Networks ⭐ 541

This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.

Deep Svdd Pytorch ⭐ 538

A PyTorch implementation of the Deep SVDD anomaly detection method

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Neural Network Genetic Algorithm ⭐ 516

Evolving a neural network with a genetic algorithm.

Caffe Cvprw15 ⭐ 512

❤️☕ Deep Learning of Binary Hash Codes for Fast Image Retrieval (CVPRW15)

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Featurelearningrotnet ⭐ 496

Long Tailed Recognition.pytorch ⭐ 492

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

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

Stochastic_depth ⭐ 443

Deep Networks with Stochastic Depth

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

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

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

Cifar10 Fast ⭐ 381

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.

Neural Api ⭐ 334

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.

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

Few Shot Classification Leaderboard ⭐ 303

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

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

Adversarially Learned Inference

Img_classification_pk_pytorch ⭐ 299

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Largemargin_softmax_loss ⭐ 297

Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.

Related Searches

Python Cifar (1,478)

Pytorch Cifar (462)

Jupyter Notebook Cifar (409)

Dataset Cifar (369)

Resnet Cifar (354)

Mnist Cifar (321)

Cifar Cifar10 (315)

Cifar Imagenet (308)

Tensorflow Cifar (305)

Convolutional Neural Networks Cifar (273)

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