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cs.LG2022
Critical Learning Periods for Multisensory Integration in Deep Networks
Michael Kleinman, Alessandro Achille, Stefano Soatto
We show that the ability of a neural network to integrate information from diverse sources hinges critically on being exposed to properly correlated signals during the early phases…
cs.LG2022★ 6 cited
Gacs-Korner Common Information Variational Autoencoder
Michael Kleinman, Alessandro Achille, Stefano Soatto +1
We propose a notion of common information that allows one to quantify and separate the information that is shared between two random variables from the information that is unique t…