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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

SimLife is introduced, a scalable platform for simulating long-term household life with rich visual observations, ground-truth action logs, and synthetic dialogues with audio that evaluates long-context pattern understanding: the ability to infer latent behavioral rules from weeks or months of everyday observations.

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

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