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cs.CV2026
StreamDuo: A Live Commentator and a Research Agent for Unseen Games
Zixian Gao, Penghao Luo, Xiangcheng Cao +5
Streaming video LLMs can now commentate live gameplay, but they are trained and tested on the same games. We study cross-game streaming commentary, in which a model trained on one…
cs.CV2026
DirCast: Live Esports Directing and Commentary with a Single Streaming Video-Language Model
Zixian Gao, Lixin Xiu, Penghao Luo +5
A live esports broadcast needs a director who chooses which camera goes on air and a caster who talks over that choice, every second and without knowing what comes next. Streaming…
cs.CV2026
MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation
Muyao Wang, Zeke Xie, Yanhao Chen +2
End-to-end manga generation is a structured visual storytelling task that requires story decomposition, recurring character and scene grounding, page layout design, panel rendering…