Deep Learning Applications in NLP, CV and RL etc.

Natural Language Processing

• Machine Translation
  • Google Neural Machine Translation
  • Facebook Fairseq
• Sentiment Analysis
  • Sentiment Analysis
• Question Answering & Chatbot
  • DeepQA
  • Neural Dialogue Generation
  • ChatterBot
• Sentences Generation
  • Generating Sentences from a Continuous Space [pdf]
  • 对对联
• Code Generation
  • Pix2Code
• Reading Comprehension
  • Attention over Attention [pdf]
• Identify Duplicate Questions
  • Kaggle: Quora Question Pairs

Computer Vision

• Image Style Transfer
  • Deep Photo Style Transfer
  • Fast Style Transfer
  • Neural Style
  • Google Deep Dream
  • Neural Image Analogies
• Image Generation
  • Neural Doodle
  • Make Girls Moe
  • Deep Learning with Cats
• Fonts Generation
  • Deep Fonts
  • Feel the Kern
• Colorize Grayscale Images
  • ColorNet
• Automatic Coloring
  • Deep Color
• Denoise
  • DnCNN
• Inpaiting
  • Generative Face Completion
  • High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
  • Context Encoder
• Super Resolution
  • Neural Enhance
  • srez
  • SRCNN
• Image Description
  • NeuralTalk
  • NeuralTalk2
  • StoryTeller

Audio Signal Processing

• Music Generation
  • Deep Jazz
  • Bach Bot
• Voice Style Transfer
  • Deep voice conversion
• Speech Recognition
  • Baidu Deep Speech 3 [pdf] Code
  • Seq2Seq
• Text to Speech
  • Baidu Deep Voice [pdf]

Reinforcement Learning

• Game
  • OpenAI Gym
  • OpenAI Universe
  • DeepMind Lab
  • AlphaGo Zero