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CV 论文笔记

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

Notes and Slides, Focus on NLP.

Lua implementation of Entropy-SGD

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

The Deep Weight Prior, ICLR 2019

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18

Mixed-curvature Variational Autoencoders (ICLR 2020)

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search

Reimplementing cool papers in PyTorch...

Statistics, Paper Links and Visualizations of Machine Learning Conferences

ICLR 2020 and 2019 reviews

Paper Crawler for downloading academic papers ( ICML, ICLR, NIPS, UAI, ICRA, CoRL, AAAI, IJCAI )

Download papers and supplemental materials from paper website, such as AAAI, AISTATS, COLT, CVPR, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS.

Get Deep Learning Related Statistics(CNN,RNN,RL) from Publications. Including NIPS, ICML, ICLR, CVPR, MICCAI.