Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization

Junlin He, Jinxiao Du, Susu Xu +1

Multi-View Representation Learning (MVRL) aims to learn a unified representation of an object from multi-view data. Deep Canonical Correlation Analysis (DCCA) and its variants shar…