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#computer vision Preprint Sep 2026

Multimodal Thinking with Renderable Programs

This work introduces SVGLM, a framework that uses scalable vector graphics (SVG) primitives to connect text and image in reasoning tasks, and exploits the duality of SVG as both image description and text instructions, yielding a more compact, interpretable solution to equip general VLMs with the capability of generati...

Sun-Li Chen, Ding Zhong, Ziqiao Ma et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SIMLIFE: Pattern Understanding for Long-Horizon Human-Agent Partnership

Understanding humans over long horizons requires agents to infer not only what people need in the moment, but also how routines form, why they repeat, and when they change. We introduce SimLife, a scalable platform for simulating long-term household life with rich visual observations, ground-truth action logs, and synt...

Run Peng, Zinnia Nie, Jing Ding et al. · 0 citations

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