推荐一个Github项目，项目整理了机器学习、深度学习、自然语言处理、计算机视觉等领域的顶会论文全集．超级赞！！！

Github项目地址：https://github.com/murufeng/awesome-papers

希望能帮助大家，一起交流学习。也欢迎大家star关注。

目录

Object detection

目标检测最全论文集锦

• Object detection

deep_learning object detection

• A paper list of object detection using deep learning

Embedding

• [Airbnb Embedding] Real-time Personalization using Embeddings for Search Ranking at Airbnb (Airbnb 2018)

• [Alibaba Embedding] Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba (Alibaba 2018)

• [Graph Embedding] DeepWalk- Online Learning of Social Representations (SBU 2014)

• [Item2Vec] Item2Vec-Neural Item Embedding for Collaborative Filtering (Microsoft 2016)

• [Negative Sampling] Word2vec Explained Negative-Sampling Word-Embedding Method (2014)

• [Node2vec] Node2vec - Scalable Feature Learning for Networks (Stanford 2016)

• [SDNE] Structural Deep Network Embedding (THU 2016)

• [Word2Vec] Distributed Representations of Words and Phrases and their Compositionality (Google 2013)

• [Word2Vec] Word2vec Parameter Learning Explained (UMich 2016)

• [Word2Vec] Efficient Estimation of Word Representations in Vector Space (Google 2013)

Famous Machine Learning Papers

• [RNN] Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation (UofM 2014)

• [CNN] ImageNet Classification with Deep Convolutional Neural Networks (UofT 2012)

• [Fast R-CNN]

Google Three Papers

Google三大篇，HDFS，MapReduce，BigTable，奠定大数据基础架构的三篇文章

• Bigtable A Distributed Storage System for Structured Data

• MapReduce Simplified Data Processing on Large Clusters

• The Google File System

Image_Processing

• CVPR19-FOCNet_ A Fractional Optimal Control Network for Image Denoising

• Multi-Label Image Recognition with Graph Convolutional Networks

• T-CNN

NLP-progress

• BERT_Pre-training of Deep Bidirectional Transformers for Language Understanding

• Chinese Word Segmentation

• Dependency parsing

• Named entity recognition

• Text Classification

• Word Sense Disambiguation

• XLNet_Generalized Autoregressive Pretraining for Language Understanding

awesome-deep-learning-papers

深度学习（Deep Learning）的最全资料项目

• Most Cited Deep Learning Papers

Image-to-Image papers

• Image to Image papers: A collection of image-to-image papers

Attention-Mechanisms-paper

• 注意力机制在自然语言处理方面的文章笔记

GNN papers

• [Must-read papers on GNN] GNN: graph neural network

• Hands on Graph Neural Networks with PyTorch & PyTorch Geometric

Transfer Learning

迁移学习相关文章,主要介绍迁移学习在自然语言处理中的运用

• Transfer Learning in Natural Language Processing

• Transfer Learning with Convolutional Neural Networks in PyTorch

Must-read Papers on Textual Adversarial Attack and Defense (TAAD)

• Must-read Papers on Textual Adversarial Attack and Defense (TAAD)

分享计算机视觉方向顶级期刊录用论文

CVPR

• 2019

• • CVPR 2019所有录用论文清单

  • CVPR 2019论文PDF下载（1294篇论文）：百度云链接 密码: b7uj

• 2018

• • CVPR 2018所有录用论文清单

  • CVPR 2018论文PDF下载（979篇论文）：百度云链接 密码: 6pgk

• 2017

• • CVPR 2017论文PDF下载：百度云链接 密码: hnzg

ECCV 2018

• 2018

• • ECCV 2018所有录用论文清单

  • ECCV 2018论文PDF下载：百度云链接 密码: mh97

点击阅读原文，即可查看该项目详细内容！！！