group-convolution

There are 1 repository under group-convolution topic.

• 666DZY666 / micronet

  micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

  batch-normalization-fusebnnconvolutional-networksdorefagroup-convolutioninteger-arithmetic-onlymodel-compressionnetwork-in-networknetwork-slimmingneuromorphic-computingonnxpost-training-quantizationpruningpytorchquantizationquantization-aware-trainingtensorrttensorrt-int8-pythontwnxnor-net
  Language:Python 2203

• QUVA-Lab / e2cnn

  E(2)-Equivariant CNNs Library for Pytorch

  equivariancegroup-convolutioncnnspytorchequivariant-network
  Language:Python 590

• MG2033 / ShuffleNet

  ShuffleNet Implementation in TensorFlow

  classificationcomputer-visiondeep-learninggroup-convolutionrealtimeshufflenettensorflow
  Language:Python 384

• dwromero / wavelet_networks

  Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs/2006.05259

  equivariancegroup-convolutioncnnstime-seriespytorch
  Language:Jupyter Notebook 80

• d-li14 / dgconv.pytorch

  PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

  pytorchresnextpretrained-modelsgroup-convolutionimageneticcv2019automl
  Language:Python 70

• dwromero / att_gconvs

  Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2002.03830

  equivariancegroup-convolutioncnnsattentionpytorch
  Language:Python 48

• Daniil-Osokin / fully-learnable-group-convolution.pytorch

  Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

  deep-learningaccelerationcvprconvolutional-neural-networksgroup-convolutionmobilenetv2cifar-10
  Language:Python 34

• neel-dey / tf2-GrouPy

  Tensorflow 2 port of Group Equivariant Convolutional Neural Networks

  equivariancedeep-learninggroup-convolutiongroup-equivarianceequivariant-network
  Language:Python 8

• neel-dey / tf2-keras-gcnn

  Tensorflow 2 / tf.keras port of keras-gcnn.

  equivariancegroup-convolutiondeep-learninggroup-equivarianceequivariant-network
  Language:Python 8

• kumasento / gconv-prune

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

  pytorchpruninggroup-convolutionstructured-pruningiccv2019deep-learning
  Language:Python 7

• livenletdie / pytorch-mobilenet

  PyTorch Implementation of Mobilenet Variants including support for residual connections, group convolutions and squeeze-excite blocks

  pytorchmobilenetresidual-networkssqueeze-and-excitationgroup-convolutionimagenet
  Language:Python 0