2026
Seeing Is Believing: Grounding Long-Video Understanding in Spatio-Temporal Visual Evidence
AAAI 2026technical
Although Vision Language Models (VLMs) have excelled at image and video understanding, applying them to hour-long videos is held back by two interrelated challenges: exorbitant computational expense and a qualitative breakdown in long-term temporal reasoning. Thus, models tend to generate answers ba