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Search results for network cifar
cifar
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network
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134 search results found
Wide Residual Networks
⭐
1,064
3.8% and 18.3% on CIFAR-10 and CIFAR-100
Gans
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776
Generative Adversarial Networks implemented in PyTorch and Tensorflow
Cifar 10 Cnn
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726
Play deep learning with CIFAR datasets
Cifar Zoo
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575
PyTorch implementation of CNNs for CIFAR benchmark
Neural Network Genetic Algorithm
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516
Evolving a neural network with a genetic algorithm.
Network Slimming
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499
Network Slimming (Pytorch) (ICCV 2017)
Invertible Resnet
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448
Official Code for Invertible Residual Networks
Stochastic_depth
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443
Deep Networks with Stochastic Depth
Msdnet
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420
Multi-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)
Cifar10_challenge
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342
A challenge to explore adversarial robustness of neural networks on CIFAR10.
Neural Api
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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.
Model_compression
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315
Implementation of model compression with knowledge distilling method.
Largemargin_softmax_loss
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297
Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.
Kaggle Cifar10 Torch7
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241
Code for Kaggle-CIFAR10 competition. 5th place.
Fusenet
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233
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Pyramidnet Pytorch
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215
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Generative_adversarial_networks_101
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190
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Igcv3
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189
Code and Pretrained model for IGCV3
Deconvolution
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176
Generative Adversial
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163
image generation via GANs
Ranet Pytorch
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129
Resolution adaptive network
Quantizedneuralnetworks Keras Tensorflow
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127
Quantized Neural Networks - networks trained for inference at arbitrary low precision.
Pyramidnet
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121
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Tensorflow.cifar10
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119
The examples of image recognition with the dataset CIFAR10 via tensorflow.
Dcnets
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114
Implementation for <Decoupled Networks> in CVPR'18.
Pytorch Capsulenet
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113
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
Interleavedgroupconvolutions
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109
Deepcaps
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106
Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).
Highway Networks
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96
An implementation of Highway Networks in Caffe
Residualattentionnetwork
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92
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Oc Nn
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88
Repository for the One class neural networks paper
Tensorflow Cifar 10
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82
Cifar-10 CNN implementation using TensorFlow library with 20% error.
Gradaug
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75
[NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks
Randwirenn
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69
Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset
Label Embedding Network
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68
Label Embedding Network
Stochastic Quantization
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67
Training Low-bits DNNs with Stochastic Quantization
Mxnet_tutorial
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56
Using Mxnet!!!!
Bayesbyhypernet
⭐
55
Code for the paper Implicit Weight Uncertainty in Neural Networks
Embedded_gcnn
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54
Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow
Pytorch Stn
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52
Spatial Transformer Networks in Pytorch.
Hexaconv
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48
Denser Models
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47
Se Net Cifar
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45
SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.
Oc Nn_old
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44
Models for one class neural networks
Over Parametrization
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43
Computing various norms/measures on over-parametrized neural networks
Pytorch Autoneb
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42
PyTorch AutoNEB implementation to identify minimum energy paths, e.g. in neural network loss landscapes
Cs231n_assignments
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41
[Assignments] CS231N: Convolutional Neural Networks for Visual Recognition (2016 & 2017)
Gcnet Pytorch
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40
This is a pytorch type of block,including Non-local block,Simple Non-local block,GC block and all GC block; refer to paper《GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond》
Variance Networks
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37
Variance Networks: When Expectation Does Not Meet Your Expectations, ICLR 2019
Zskd
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36
Zero-Shot Knowledge Distillation in Deep Networks
Pytorch Nin Cifar10
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36
pytorch implementation of network-in-network model on cifar10
Ziff Deep Learning
⭐
35
Project repo for Ziff Deep Learning Internship 2017 - Deep learning model performance improvement strategies
Pytorch Nn Practice
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33
💩 My pytorch neural network practice repo
Catseye
⭐
33
Neural network library written in C and Javascript
Sharesnet
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32
ShaResNet: reducing residual network parameter number by sharing weights
Cifar 10
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32
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
Adabatch
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27
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
Bsn
⭐
27
Implementation of the Budgeted Super Networks
One Pixel Attack Pytorch
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26
Pytorch reimplementation of "One pixel attack for fooling deep neural networks"
Progressively Growing Networks
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26
Experiments on different dataset on how to grow networks during training to learn new image categories.
Dopt
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26
A numerical optimisation and deep learning framework for D.
Hpn
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26
Hyperspherical Prototype Networks
Multi Level Dcnet
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24
Multi-level Dense Capsule Networks, in ACCV 2018
Delugenets
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24
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows
Theano Xnor Net
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23
Theano implementation of XNOR-Net
Nnet Compression Generalization
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23
Tiny Imagenet 200
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22
🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.
Resnet
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22
An implementation of the original "ResNet" paper in Pytorch
Specialistnets
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21
Distilling knowledge to specialist ConvNets for clustered classification
Deep Columnar Convolutional Neural Network
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19
Deep Columnar Convolutional Neural Network architecture, which is based on Multi Columnar DNN (Ciresan 2012).
Nonlocalandsenet
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19
MXNet implementation of Non-Local and Squeeze-Excitation network
Patchdrop
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19
PyTorch Implementation of `Learning to Process Fewer Pixels` - [CVPR20 (Oral)]
Learning Tensorflow
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18
Simple Tensorflow tutorials for learning by example
Zfnet
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18
ZFNet (or ZF-Net) implementation by Tensorflow.
Pruningneuralnetworks
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18
This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares"
Resnet Pytorch Cifar10
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16
PyTorch implementation of residual networks trained on CIFAR-10 dataset
Dren
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16
DREN:Deep Rotation Equivirant Network
Dualpathnet
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16
Dual Path Networks on cifar-10 and fashion-mnist datasets
Robustdl_gan
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16
Scatnetlight
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15
ScatNetLight for fast classifications of signals via Scattering Networks
Variational Dropout
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15
TensorFlow implementation of the method from Variational Dropout Sparsifies Deep Neural Networks, Molchanov et al. (2017)
Pytorch_feedback Network
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15
This is a pytorch implementation of Feedback-Network (CVPR 2017, Zamir et al.)
Multipath Nn
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15
Experiments exploring dynamic routing in artificial neural networks
Pytorch Cpp
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15
Just messing around with PyTorch 1.0's JIT compiler and their new C++ API Libtorch.
Selective_deep_learning
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15
Code for the paper "Selective Classification for Deep Neural Networks"
Hypergan
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14
Generative Model for Neural Networks
Pcn With Local Recurrent Processing
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14
Code for "Deep predictive coding network with local recurrent processing for object recognition"
Matconvnet Resnet
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14
MatConvNet Implementation for Deep Residual Networks
Igcv3 Pytorch
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13
IGCV3 reimplement by pytorch
Adversarial Explanations Cifar
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13
Code example for the paper, "Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness."
Alexnet
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13
AlexNet implementation by Tensorflow.
Chainer Lsgan
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13
Least Squares Generative Adversarial Network implemented in Chainer
Cs231n
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12
Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
Ilm Norm
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12
Kerasvggcifar10
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12
Keras VGG implementation for CIFAR-10 classification Tutorial
Cifar 10 Uncertainty
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12
Networkadjustment
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12
Extra Chainer
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11
Useful classes and functions implementation for Chainer (the deep learning framework)
Network Slimming
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11
Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).
Twn
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10
Tenary Weight Network implement using tensorflow
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