2 papers
cs.CV2026
Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies
Hui Ren, Lei Fan, Henry Pao +5
Answering questions about long videos often requires connecting events involving the same objects across hours or days. Chronological descriptions and text-derived entities can lea…
cs.CV2024
TemporalVLM: Video LLMs for Temporal Reasoning in Long Videos
Fawad Javed Fateh, Umer Ahmed, Hamza Khan +2
We introduce TemporalVLM, a video large language model (video LLM) for temporal reasoning and fine-grained understanding in long videos. Our approach includes a visual encoder for…