2026
HARK: Hierarchical Agentic Retrieval with Keyframing for Video Understanding (Student Abstract)
AAAI 2026technical
Current video understanding models struggle with temporal reasoning and efficient processing while balancing detail preservation with computational efficiency. We propose a hierarchical memory system that segments videos into action and scene units, combined with question-aware agentic keyframe sele