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cs.CV2026
Cache Locally, Recompute Selectively for Streaming Video Understanding
Junhyeok Lee, Sangyoon Lee, Jaeho Lee
Streaming video understanding (SVU) requires video-LLMs to process incoming video continuously while answering user queries with low latency. Recent methods reduce query-time cost…
cs.CV2026
Motif-Video 2B: Technical Report
Junghwan Lim, Wai Ting Cheung, Minsu Ha +25
Training strong video generation models usually requires massive datasets, large parameter counts, and substantial compute. In this work, we ask whether strong text-to-video qualit…