Representation learning

Self-supervised learning(SSL)

Term Definition [1]

Auxiliary Classifiers

Downstream Task

AutoEncoder

AUC

KL divergence

t-SNE

분류 성능 지표

[1] L. Jing and Y. Tian, "Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 11, pp. 4037-4058, Nov. 2021, doi: 10.1109/TPAMI.2020.2992393.