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

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