De-Shui Miao

DeltaStreamer: Towards Human-Like Agentic Streaming Video Understanding

We propose DeltaStreamer, a novel agentic framework for streaming video understanding inspired by how humans observe, remember, and investigate. Streaming video understanding requires a system to retain evidence before knowing which details future queries will need. Existing approaches often obscure event transitions a...