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20212023
most citedSemantic Compression with Side Information: A Rate-Distortion Perspective

8 citations · 10 across the 12 of their papers we have counts for

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cs.IT2024

Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial

Zhengyi Jiang, Hao Shi, Zhongyi Huang +4

Reed-Solomon (RS) codes are widely used to correct errors in storage systems. Finding the error locator polynomial is one of the key steps in the error correction procedure of RS c…

cs.IT2023

Generalized Simple Regenerating Codes: Trading Sub-packetization and Fault Tolerance

Zhengyi Jiang, Hao Shi, Zhongyi Huang +3

Maximum distance separable (MDS) codes have the optimal trade-off between storage efficiency and fault tolerance, which are widely used in distributed storage systems. As typical n…

cs.IT2023

MDS Array Codes With Small Sub-packetization Levels and Small Repair Degrees

Jie Li, Yi Liu, Xiaohu Tang +3

High-rate minimum storage regenerating (MSR) codes are known to require a large sub-packetization level, which can make meta-data management difficult and hinder implementation in…

cs.IT2023

Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport

Lingyi Chen, Shitong Wu, Wenhao Ye +5

Information bottleneck (IB) is a paradigm to extract information in one target random variable from another relevant random variable, which has aroused great interest due to its po…

cs.IT2023

A Hybrid Wireless Image Transmission Scheme with Diffusion

Xueyan Niu, Xu Wang, Deniz Gündüz +3

We propose a hybrid joint source-channel coding (JSCC) scheme, in which the conventional digital communication scheme is complemented with a generative refinement component to impr…

cs.IT2023

Conditional Rate-Distortion-Perception Trade-Off

Xueyan Niu, Deniz Gündüz, Bo Bai +1

Recent advances in machine learning-aided lossy compression are incorporating perceptual fidelity into the rate-distortion theory. In this paper, we study the rate-distortion-perce…