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Hao Ren's Projects

moco icon moco

A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"

near icon near

"附近"APP，利用AR进行附近场所的导航

normsoftmax icon normsoftmax

A PyTorch implementation of NormSoftmax based on BMVC 2019 paper "Classification is a Strong Baseline for Deep Metric Learning"

npid icon npid

A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"

olist icon olist

A Python implementation of our database project

proxyanchor icon proxyanchor

A PyTorch implementation of Proxy Anchor Loss based on CVPR 2020 paper "Proxy Anchor Loss for Deep Metric Learning"

pscapsnet icon pscapsnet

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

r2plus1d-c3d icon r2plus1d-c3d

A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

rcdnet icon rcdnet

A PyTorch implementation of RCDNet based on CVPR 2020 paper "A Model-driven Deep Neural Network for Single Image Rain Removal"

restormer icon restormer

A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

rsc icon rsc

A PyTorch implementation of RSC based on MMM 2023 paper "Weakly-supervised Temporal Action Localization with Regional Similarity Consistency"

segan icon segan

A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

simclr icon simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

simsiam icon simsiam

A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"

slowfast icon slowfast

A PyTorch implementation of SlowFast based on ICCV 2019 paper "SlowFast Networks for Video Recognition"

srgan icon srgan

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

templates icon templates

Some specific domains' templates, including Android App, Deep Learning and Web.

tutorials icon tutorials

This repertory contains some resources which I learn new technologies

um icon um

A PyTorch implementation of UM based on AAAI 2021 paper "Weakly-supervised Temporal Action Localization by Uncertainty Modeling"

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