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Journal article

Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space

Abstract

We derive a single-letter characterization of the fundamental distortion-rate-perception tradeoff with limited common randomness under the squared error distortion measure and the squared Wasserstein-2 perception measure. This characterization is further shown to admit an explicit evaluation in the case of Gaussian sources. In addition, we clarify two different notions of universal representation. As a byproduct, soft-covering lemmas with respect to the Wasserstein-2 distance are established.

Authors

Qu X; Chen J; Yu L; Xu X

Journal

IEEE Transactions on Information Theory, Vol. 71, No. 11, pp. 8247–8261

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

November 1, 2025

DOI

10.1109/tit.2025.3612287

ISSN

0018-9448

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