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Search results for resnet cifar

206 search results found

Trained Rank Pruning ⭐ 35

Pytorch implementation of TRP

Wide Residual Network ⭐ 35

Wide-residual network implementations. Best result for cifar10(97.12%), cifar100(84.12%), and other kaggle challenges

This repository contains an official implementation of LPBNN.

Dynamic Routing Capsule Cifar ⭐ 33

CapsNet reference from : https://github.com/XifengGuo/CapsNet-Keras

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Sharesnet ⭐ 32

ShaResNet: reducing residual network parameter number by sharing weights

Checkered Cnn ⭐ 28

A new technique to increase receptive field in convolutional neural networks without losing so much information.

Adabatch ⭐ 27

AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Learnable Embedding Space for Efficient Neural Architecture Compression

Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data

Cnn Models ⭐ 25

YOLO-v2, ResNet-32, GoogLeNet-lite

Residual Flow ⭐ 25

An implementation of the Residual Flow algorithm for out-of-distribution detection.

Power Iteration Svd ⭐ 24

Backpropagation-Friendly-Eigendecomposition

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

An implementation of the original "ResNet" paper in Pytorch

Pytorch Template ⭐ 20

A template for PyTorch projects.

Hold Me Tight ⭐ 19

Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Wide_residual_nets_caffe ⭐ 19

training wide residual networks in caffe

Patternrecognitionanddeeplearning Lab ⭐ 19

2019春哈工大模式识别与深度学习实验

Frequency Response Characterization Of Cnns ⭐ 18

Pruningneuralnetworks ⭐ 18

This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares"

Epsilonresnet ⭐ 17

The implementation of epsilon ResNet

Cifarclassify ⭐ 17

实现常用图像分类算法

Bam Cbam Pytorch ⭐ 17

Pytorch implementation of BAM("BAM: Bottleneck Attention Module", BMVC18) and CBAM(“CBAM: Convolutional Block Attention Module”, ECCV18)

Push Pull Cnn Layer ⭐ 17

PyTorch implementation of the PushPull layer for CNNs.

Caffe Wrn Generator ⭐ 17

Caffe Wide-Residual-Network (WRN) Generator

Resnet Pytorch Cifar10 ⭐ 16

PyTorch implementation of residual networks trained on CIFAR-10 dataset

Fully Decoupled Neural Network Learning Using Delayed Gradients (FDG)

Pytorch Examples ⭐ 16

PyTorch examples for NERSC systems

Distributed Resnet Tensorflow ⭐ 15

A Distributed ResNet on multi-machines each with one GPU card.

Search The Number Of Channels ⭐ 15

pytorch implementation of several CNNs for image classification

Matconvnet Resnet ⭐ 14

MatConvNet Implementation for Deep Residual Networks

Cifar Tensorflow ⭐ 14

Sc19 Dl Tutorial ⭐ 14

Hands-on material for the SC19 tutorial, Deep Learning at Scale

Lookahead_pytorch ⭐ 13

Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)

Temperature Scaling Tensorflow ⭐ 13

On Calibration of Modern Neural Networks - tensorflow implementation

Cifar 10_resnet_tensorflow ⭐ 13

resnet Identity Mappings in tensorflow

Cnns_for_classifing_cifar10 ⭐ 13

An implement of LeNet, AlexNet, VGG16, GoogLeNet and ResNet with Tensorflow.

Adversarial Explanations Cifar ⭐ 13

Code example for the paper, "Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness."

Caffe Project Vggnet Resnet Densenet ⭐ 13

Proximal Mean-field for Neural Network Quantization

Iternorm Pytorch ⭐ 12

This is the pytorch re-implementation of the IterNorm

Exploring Simple Siamese Representation Learning

Label_smoothing_pytorch ⭐ 11

pytorch implement of Label Smoothing

Pytorch Cifar ⭐ 11

Self realization CNN CIFAR-10

ZAM: Zero parameter Attention Module

Epruning ⭐ 11

Energy-based Dropout and Pruning of Deep Neural Networks

Peernets Pytorch ⭐ 11

A pytorch implementation of 'PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks'

Resnet_cifar10_cifar100_imagenet ⭐ 11

resnet_cifar10_cifar100_imagenet

Pytorch Static Quantization ⭐ 10

PyTorch Static Quantization Example

Resnet Brelu ⭐ 10

ResNet and DenseNet with Bipolar Rectified Linear Units (BReLU)

Tf2 Evonorm ⭐ 9

TensorFlow 2.0 implementation of Evonorm

Pytorch Quant ⭐ 9

DL quantization for pytorch

Matconvnet Resnet ⭐ 9

Deep Residual Networks for MatConvNet

Branchynet_chainer ⭐ 9

基于提前退出部分样本原理而实现的带分支网络（supported by chainer）

Vanilla Adversarial Training ⭐ 8

vanilla training and adversarial training in PyTorch

Ttp Neuralnets Compression ⭐ 8

We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.

Flowandprune ⭐ 8

Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"

Pytorch Cinic 10 ⭐ 8

Pytorch deep learning object detection using CINIC-10 dataset.

Pytorch Quantization Aware Training ⭐ 8

PyTorch Quantization Aware Training Example

Hands On Deep Learning Using Tensorflow 2.0 ⭐ 8

重读 CNN 网络的经典论文，并用 tensorflow 2.0 手撸一遍经典模型，感受一下实测数据

Dnn Gating ⭐ 8

Res Se Net ⭐ 8

Boosting performance of Resnets by enhancing bridge-connections

Sc18 Dl Tutorial ⭐ 8

Keras tutorial code for the SC18 tutorial on Deep Learning at Scale

Cnn Gpu Benchmarks ⭐ 8

Latest (2020) CNN and GPU Benchmarks on ImageNet and CIFAR

Shake Shake Keras ⭐ 8

Keras implementation of Shake-Shake regularization

Ood Detection ⭐ 7

Code for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"

Classification Cifar10 Pytorch ⭐ 7

Train several classical classification networks in cifar10 dataset by PyTorch

Multi Sample_dropout_pytorch ⭐ 7

a simple pytorch implement of Multi-Sample Dropout

Resnet Pytorch ⭐ 7

Cifar10 Resnet Tensorflow ⭐ 7

base backbone model

Cnn_models_comparation.pytorch ⭐ 7

Traditional Convolution Neural Networks (CNN) Comparation

Pytorch_simple_classification_baselines ⭐ 7

Simple pytorch classification baselines for MNIST, CIFAR and ImageNet

Torch Tresnet ⭐ 7

Packaged TResNet based on Official PyTorch Implementation

Ternarized_neural_network ⭐ 6

Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy

Cifar_pytorch Lightning ⭐ 6

CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning

Cifar10 Faster ⭐ 6

[WIP] Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in less 20 epochs

Paddle Cifar100 ⭐ 6

paddle cifar100 training

Gradient Secure ⭐ 6

Cifar10_pytorch ⭐ 6

Model benchmark on CIFAR10 dataset in PyTorch.

Gconv Prune ⭐ 6

Code repository for paper "Efficient Structured Pruning and Architecture Searching for Group Convolution" https://arxiv.org/abs/1811.09341

Pytorch Cifar10 ⭐ 6

practice on CIFAR10 with PyTorch

Dnn_sharpest_directions ⭐ 6

Code for "On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length", ICLR 2019

Uniformaugment ⭐ 6

Unofficial PyTorch Reimplementation of UniformAugment.

Code release for the CVPR2017 paper "Improving training of deep neural networks via Singular Value Bounding". Achieving error rates of 3.06% on CIFAR-10 and 16.90% on CIFAR-100.

Keras Alchemy ⭐ 6

keras alchemy trick

Resnet Tensorflow ⭐ 6

ResNet in tensorflow for CIFAR-100, CIFAR-10

Senet Tensorflow ⭐ 6

Simple Tensorflow implementation of Squeeze Excitation Networks (ResNeXt, Inception-v4, Inception-resnet-v2). Include focal loss, center loss.

Source code for HTD (WACV 2019)

Fs Neurons ⭐ 5

Try Wide Residual Net ⭐ 5

A simple Wide ResNet implementation with Keras.

Classification_uncertainty ⭐ 5

Focal_calibration ⭐ 5

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

Cnn Cifar10 ⭐ 5

Implement and Compare VGG, ResNet and ResNeXt on CIFAR-10

Stochasticity_in_neural_ode ⭐ 5

"Stochasticity in Neural ODEs: An Empirical Study". Experiments from the paper

Pytorch_cls ⭐ 5

A classification repo implemented with PyTorch on CIFAR-10 and ImageNet under different training conditions

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