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attention-guided-sparsity

Attention-Based Guided Structured Sparsity of Deep Neural Networks

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

cliquenet

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

deepfusion

deformable-convnets

Deformable Convolutional Networks

deformable-convnets-caffe

Deformable Convolutional Networks on caffe

igcv3

Code and Pretrained model for IGCV3

interleavedgroupconvolutions

intrinsic-dimension

neuron-selectivity-transfer

pituitarytumor_2classification

First:get the ROI pictures by using Matlab. Second:convert those pictures into TFRecord. Finally: using transforming learn to creat a CNN and use data refine it

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

resnet-on-cifar10

Reimplementation ResNet on cifar10 with caffe

thinet

caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tutorial-softweightsharingfornncompression

A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017

youtube-8m

Starter code for working with the YouTube-8M dataset.

youtube-8m-1

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

youtube-8m-2

PaddlePaddle models for Youtube-8M Video Understanding Challenge

youtube-8m-willow

Kaggle Youtube 8M WILLOW approach