Image Compression using Sum-Product Networks

An estimated 79 zettabytes (1021 bytes) of data was generated worldwide in 2021 with even more data expected to be produced in the future. The effective storage and communication of such large amounts of data is an important problem. Data compression lies at the heart of the solution to this issue....

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Bibliographic Details
Main Author: Jayashankar, Tejas K.
Other Authors: Wornell, Gregory W.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/148612