Dongcheng Zhao (XDUSPONGE)

XDUSPONGE

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Company:Institute of Automation, Chinese Academy of Sciences

Location:BEIJING

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Dongcheng Zhao's repositories

PyTorch-Spiking-YOLOv3

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

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AND

Official Pytorch Implementation for ICML'19 paper: Unsupervised Deep Learning by Neighbourhood Discovery

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antialiased-cnns

Antialiasing cnns to improve stability and accuracy. In ICML 2019.

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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BP-STA

This repository contains code from our paper Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks

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DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

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Greedy_InfoMax

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

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HelloFace

Face Technology Repository

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CVPR2020-Code

CVPR 2020 论文开源项目合集

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DA

Unsupervised Domain Adaptation Papers and Code

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deepcaps

Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

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Difference-Target-Propagation

DTP implemented with PyTorch

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ebms_regression

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

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fucking-algorithm

手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

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LSNN-official

Long short-term memory Spiking Neural Networks

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mi-prometheus

Enabling reproducible Machine Learning research

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pygcn

Graph Convolutional Networks in PyTorch

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pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

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pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

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RepVGG

RepVGG: Making VGG-style ConvNets Great Again

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SAN

Exploring Self-attention for Image Recognition, CVPR2020.

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SNN_Calibration

Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021

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trainer.pytorch

A tiny but handy training code base for general tasks, written in pytorch

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TSSL-BP

Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.

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vib

Theory and PyTorch implementation of Deep Variational Information Bottleneck

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VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

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