InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck

Research#llm🔬 Research|Analyzed: Jan 4, 2026 10:04
Published: Dec 11, 2025 05:51
1 min read
ArXiv

Analysis

This article presents a research paper on collaborative perception, focusing on communication efficiency. The use of an information bottleneck suggests an approach to compress and transmit relevant information, potentially improving performance in distributed perception systems. The 'kilobyte-scale' communication efficiency is a key aspect, indicating a focus on reducing bandwidth requirements. The paper likely explores the trade-offs between communication cost and perception accuracy.
Reference / Citation
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"The paper likely explores the trade-offs between communication cost and perception accuracy."
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ArXivDec 11, 2025 05:51
* Cited for critical analysis under Article 32.