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Shuxin Cao

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KeyGen: Unsupervised Keypoint based Object-Centric Representations for Category-Level Policy Generalization

Shuxin Cao, Liquan Wang, Masoud Moghani وآخرون · 2026

Generalization in robotic manipulation requires policies to perform tasks across diverse unseen object instances that vary in shape, size, and pose. However, conventional behavior cloning (BC) methods often overfit to instance-specific geometry and appearance, limiting transfer to novel objects. We introduce KeyGen, a …

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