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cs.IT2024
Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication
Xiqiang Qu, Ruibin Li, Jun Chen +2
Optimal transport has numerous applications, particularly in machine learning tasks involving generative models. In practice, the transportation process often encounters an informa…
cs.IT2024
Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization
Li Xie, Liangyan Li, Jun Chen +2
This paper investigates the best known bounds on the quadratic Gaussian distortion-rate-perception function with limited common randomness for the Kullback-Leibler divergence-based…