/App-DL

Deep Learning and applications in Startups, CV, NLP

Startups

Deep Reinforcement Learning

Dialogue System

Task-Oriented Dialogue

Text Generation

Text Summarization

Opinion Summarization

Video Summarization

Reading Comprehension

Sentence Modelling

Reasoning

Knowledge Engine

Memory Networks

Neural Structures

Architecture Search

  • Frankle, Jonathan, and Michael Carbin. "The lottery ticket hypothesis: Finding sparse, trainable neural networks." arXiv preprint arXiv:1803.03635 (2018).
  • Xie, Saining, Alexander Kirillov, Ross Girshick, and Kaiming He. "Exploring Randomly Wired Neural Networks for Image Recognition." arXiv preprint arXiv:1904.01569 (2019).
  • So, David R., Chen Liang, and Quoc V. Le. "The Evolved Transformer." arXiv preprint arXiv:1901.11117 (2019).
  • Chenguang Wang, Mu Li, Alexander J. Smola. "Language Models with Transformers." arXiv preprint arXiv:1904.09408 (2019).

Recommendation System

Network Representation Learning

Music Generation

Computational Biology

GO

Stock Prediction