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entity-centric memory 1hierarchical memory 1long-term memory 1multimodal video 1open-ended streams 1

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1 paper

cs.CV2026

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

Xiaokang Ma, Yifan Sun, Zhihong Jin +6

The paper introduces ReflectWorld-MM, an entity-oriented multimodal memory architecture that processes continuous video streams, stores observations in a hierarchical long‑term mem…