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MinJun Son

2 accepted papers

2022

Regularized Autoencoders for Isometric Representation Learning

ICLR 2022poster

The recent success of autoencoders for representation learning can be traced in large part to the addition of a regularization term. Such regularized autoencoders ``constrain" the representation so as to prevent overfitting to the data while producing a parsimonious generative model. A regularized a…