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Samuel's Projects

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dnnac icon dnnac

All about acceleration and compression of Deep Neural Networks

doc-ml-ufldl icon doc-ml-ufldl

Unsupervised Feature Learning and Deep Learning Tutorial

dsb2017 icon dsb2017

The solution of team 'grt123' in DSB2017

dsq icon dsq

pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

dtq icon dtq

PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)

dualgan icon dualgan

DualGAN-tensorflow: tensorflow implementation of DualGAN

dynamicsparsetraining icon dynamicsparsetraining

[ICLR-2020] Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers.

eagleeye icon eagleeye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

easyquant icon easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

easyreview icon easyreview

A LaTex package providing a way to review (or perform editorial process). You can use the provided commands to claim attention in different ways to part of the text, or even to indicate that a text was added, needs to be removed, needs to be replaced and add comments to the text.

ecn icon ecn

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification CVPR 2019

edgenets icon edgenets

This repository contains the source code of our work on designing efficient CNNs for computer vision

edsr-pytorch icon edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

efficientcnns icon efficientcnns

Finding Storage- and Compute-Efficient Convolutional Neural Networks

efficientdnns icon efficientdnns

Collection of recent methods on DNN compression and acceleration

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