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followers: 150.0 following: 5.0 repos: 23.0 gists: 4.0

Name: Shuan

Type: User

Company: CASIA, NLPR

Bio: 若不执实何妨得如能知空哪怕失

Location: Beijing, China

Shuan's Projects

a-variation-of-dice-coefficient-loss-caffe-layer

Compute the variation of dice coefficient loss for real-value regression task.

aim2020-real-super-resolution

Our solution to AIM2020 Real Image Super-Resolution Challenge (x2)

alexnet-bn-caffemodel-on-imagenet

AlexNet-BN Caffemodel @ilsvrc12 shrt 256 with Top-1 60.43% Top-5 82.47%

bias-variance-decomposition-for-kl-divergence

This repository includes some detailed proofs of "Bias Variance Decomposition for KL Divergence".

caffe-computation-graph-optimization

Caffe Computation Graph Optimization.

cnn-inference-engine-quick-view

A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.

compact-global-descriptor

Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).

dynamic-network-surgery-caffe-reimplementation

Caffe re-implementation of dynamic network surgery.

edsr-ssim

Different SSIM metrics in CNN-based super resolution algorithms (e.g., EDSR CVPRW2017, RDN CVPR2018, MSRN ECCV2018).

ewgs

An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.

k-nearest-neighbors-hashing

Matlab implementation of "K-Nearest Neighbors Hashing" (CVPR2019)

label-free-network-compression

Caffe implementation of "Learning Compression from Limited Unlabeled Data" (ECCV2018).

location-aware-upsampling-for-semantic-segmentation

The Pytorch implementation of "Location-aware Upsampling for Semantic Segmentation" (LaU)

mw-ispnet

This is the official PyTorch implement of MW-ISPNet. Our Team recieved a Winner award in the AIM 2020 Learned Image ISP challenge (ECCVW 2020).

news-spider

Tencent NetEase SouHu etc. news spider. Including date, title, body and comments of the news.

oisr-pytorch

PyTorch implementation of "ODE-inspired Network Design for Single Image Super-Resolution"(CVPR2019)

optimal-ternary-weights-approximation

Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).

pytorch-mixnet-ss

Extremely light-weight MixNet with Top-1 75.7% and 2.5M params

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

shufflenet-an-extremely-efficient-cnn-for-mobile-devices-caffe-reimplementation

Caffe re-implementation of ShuffleNet

snns-self-normalizing-neural-networks-caffe-reimplementation

Caffe re-implementation of SNNs.

training-tricks-for-binarized-neural-networks

The collection of training tricks of binarized neural networks.

ucas-pattern-recognition

The implementations of programming homeworks in UCAS PR class. (Autumn 2017-2018).

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