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Rate Distortion via Deep Learning

Li, Q; Chen, Y

Li, Q (corresponding author), Western Digital Res, Milpitas, CA 95035 USA.

IEEE TRANSACTIONS ON COMMUNICATIONS, 2020; 68 (1): 456

Abstract

We explore the connections between rate distortion/lossy source coding and deep learning models, the Restricted Boltzmann Machines (RBMs) and Deep Bel......

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