Deep Learning Models

Natural Language Processing

• (OpenAI Blog 2019) Language Models are Unsupervised Multitask Learners
  • Paper / Blog / Code
• (NIPS 2017) Attention Is All You Need
  • Paper / Article / Code
• (ICLR 2015) Neural Machine Translation by Jointly Learning to Align and Translate
  • Paper / Code
• (NIPS 2014) Sequence to Sequence Learning with Neural Networks
  • Paper / Code
• (Neural Computation 1997) Long Short-Term Memory
  • Paper / Article / Code / PyTorch Documentation
• (1986) Recurrent Neural Network
  • Wikipedia / Code / PyTorch Documentation

Computer Vision

• (CVPR 2016) You Only Look Once: Unified, Real-Time Object Detection
  • Paper / Code
• (1958) MLP; Multi-Layer Perceptron
  • Wikipedia / Code / Report