Various thoughts in AI
AI topics to consider at least once.
Fundermental
Don't forget the basics.
theme | paper | date | note |
---|---|---|---|
Representation Learning | Representation Learning: A Review and New Perspectives | 2012.06 | |
VAE, Flow | An Introduction to Variational Autoencoders | 2019.06 | |
Attention & Transformer | Attention Is All You Need | 2017.06 | illustrated |
By Theme
These are my personal subjective topics.
theme | paper | date | note |
---|---|---|---|
floating point | Rethinking floating point for deep learning | 2018.11 | Facebook AI |
dnn design pattern | Deep Convolutional Neural Network Design Patterns | 2016.11 | not enough |