The authors designed SyncPro with two specialized generation paths on a shared multimodal backbone, using separate low-rank adapters for each branch.
Dual-stream framework synchronizes reasoning and responding in streaming video
SyncPro uses separate branches for evidence tracking and user responses, activating independently to improve timing and accuracy.
Chinese Tech
Xueyun Tian · Bingbing Xu · Jiaming Liu · Jinpeng Yu · Yang Shi · Yu Zhao · +3 more
Institute of Computing Technology, CAS · University of Chinese Academy of Sciences · Alibaba
Research Digest··2 min read
The authors introduce SyncPro, a synchronous dual-stream framework for proactive streaming video understanding.
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