Preprint Open access
OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction
Streaming video LLMs must retain evidence before its relevance to future tasks is known and respond when sufficient evidence becomes available. The challenge is to form reusable factual memory without compromising real-time perception. We introduce OneStreamer, which jointly learns query-independent evidence recording …