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Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space

Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space

来源:Arxiv_logoArxiv
英文摘要

We establish 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. Moreover, it is shown that this single-letter characterization can be explicitly evaluated for the Gaussian source. Various notions of universal representation are also clarified.

Xiqiang Qu、Jun Chen、Lei Yu、Xiangyu Xu

数学

Xiqiang Qu,Jun Chen,Lei Yu,Xiangyu Xu.Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space[EB/OL].(2025-04-24)[2025-05-25].https://arxiv.org/abs/2504.17236.点此复制

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