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Title: VideoVLA: Video Generators Can Be Generalizable Robot Manipulators (Dec 2025) Link: http://arxiv.org/abs/2512.06963v1 Date: December 2025 Summary: This paper introduces VideoVLA, a Vision-Language-Action framework that adapts large pre-trained video generation models (specifically CogVideoX) for robotic manipulation tasks. Unlike ...
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