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cs.CV2026
OnlineWM: Causality-Aware Active Online Learning for Effective World Modeling
Yikun Miao, Fangqi Zhu, Quanxin Shou +6
Generative world models aim to predict future states conditioned on actions, where action controllability is fundamental for reliable dynamics modeling. While recent efforts levera…
cs.CV2026
Generating Storytelling Images with Rich Chains-of-Reasoning
Xiujie Song, Qi Jia, Shota Watanabe +4
A single image can convey a compelling story through logically connected visual clues, forming Chains-of-Reasoning (CoRs). We define these semantically rich images as Storytelling…
cs.CV2025
Is Your Image a Good Storyteller?
Xiujie Song, Xiaoyi Pang, Haifeng Tang +2
Quantifying image complexity at the entity level is straightforward, but the assessment of semantic complexity has been largely overlooked. In fact, there are differences in semant…