Neural Distributed Source Coding

We consider the Distributed Source Coding (DSC) problem concerning the task of encoding an input in the absence of correlated side information that is only available to the decoder. Remarkably, Slepian and Wolf showed in 1973 that an encoder without access to the side information can asymptotically...

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Bibliographic Details
Published in:	IEEE journal on selected areas in information theory Vol. 5; pp. 493 - 508
Main Authors:	Whang, Jay, Nagle, Alliot, Acharya, Anish, Kim, Hyeji, Dimakis, Alexandros G.
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Autoencoders Berger-Tung inner bound Coders Correlation Datasets Decoding Distributed management Distributed source coding Image coding Image reconstruction Information theory Slepian-Wolf coding Source coding State-of-the-art reviews Synthetic data Training vector-quantized variational auto-encoder Vectors Wynzer-Ziv coding
ISSN:	2641-8770, 2641-8770
Online Access:	Get full text
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