History of Deep Learning

PDF Link Date Description Essential
Layer Normalization July 2016 LayerNorm
Attention Is All You Need December 2017 Transformer
Learning in High Dimension Always Amounts to Extrapolation October 2021 I love this one.
Masked Autoencoders Are Scalable Vision Learners December 2021 MAE: Masked Autoencoder