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CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying

CAM uses continuous knowledge graph extraction and adaptive multi-method querying to answer entity-centric video questions, improving accuracy by up to 23 points over baselines.

Yizhou Tian, Zizhe Chen, Shiyuan Deng, Garry YANG and 6 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 1/5