AINeutralarXiv – CS AI · 5h ago6/10
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Watch, Remember, Reason: Human-View Video Understanding with MLLMs
A comprehensive review paper presents a unified framework for analyzing video understanding systems powered by multimodal large language models (MLLMs), organizing capabilities into three functional abilities: watching (perception), remembering (memory), and reasoning (inference). The work identifies key challenges in processing long, sparse, and knowledge-intensive video content while operating under computational constraints.