wxiao0421 / AI-Paper-Readings

Machine learning, deep learning, statistics papers reading

My Reading List for Papers in AI, NLP, Recommendation System, Deep Learning, Statistics and More.

Last Update: Aug 2020

Recommendation System (RS)

• Basic
• Other Resource

Natural Language Processing (NLP)

• Language Modelling
• Word, Sentence, Document Embedding
• Machine Reading
• Machine Translation
• Dialogue System
• Text Generation
• Text Summarization
• Text Classification
• Sentiment Analysis
• Lexicon

Machine Learning (ML)

• Optimization
• Architecture (RNN, CNN and More)
• Transfer Learning (new)
• Reinforcement Learning
• Graph Neural Network (GNN, new)
• Generative Adversarial Network (GAN)
• Variational Autoencoders (VAE)

Reinforcement Learning (RL)

• Other Resource

Knowledge Representation (KR)

• Knowledge Graph

Computer Vision (CV)

• Reasoning
• Image Classification
• Instance Segmentation
• Visual Question Answering
• Image Captioning
• Image Generation

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