Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies.

arXiv:2609.38155v1 Announce Type: cross Abstract: Answering questions about long videos often requires connecting events involving the same objects across hours or days. Chronological descriptions and text-derived entities can leave physical identity unresolve