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Jim Fan

3 accepted papers

2026

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

ICML 2026poster

“Code-as-Policy” considers how executable code can complement data-intensive Vision-LanguageAction (VLA) methods, yet their effectiveness as autonomous controllers for embodied manipulation remains underexplored. We present CaPX, an open-access framework for systematically studying Code-as-Policy ag…

Cited by 0SourcecodeScholar
2026

DreamDojo: A Real-Time Robot World Model from Large-Scale Human Videos

ICML 2026spotlight

Being able to simulate the outcomes of actions in varied environments will revolutionize the development of generalist agents at scale. However, modeling these world dynamics, especially for dexterous robotics tasks, poses significant challenges due to limited data coverage and scarce action labels.…

Cited by 81SourceScholar
2026

LocateAnything3D: Vision-Language 3D Detection with Chain-of-Sight

CVPR 2026

To act in the world, a model must name what it sees and know where it is in 3D. Today's vision-language models excel at open-ended 2D description and grounding, yet multi-object 3D detection remains largely missing from the VLM toolbox. We present LocateAnything3D, a VLM-native recipe that casts 3D

Cited by 0SourcecodeScholar