On Representation Learning with Feedback
This is an incremental note aimed at researchers in computer vision or machine learning, focusing on clarifying theoretical aspects of a specific method.
The paper provides theoretical explanations for the mechanism of representation learning with feedback, building on a previous work on single image deraining to enhance understanding of its key points.
This note complements the author's recent paper "Robust representation learning with feedback for single image deraining" by providing heuristically theoretical explanations on the mechanism of representation learning with feedback, namely an essential merit of the works presented in this recent article. This note facilitates understanding of key points in the mechanism of representation learning with feedback.