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Kaiming Kuang

2 accepted papers

2024

CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation

CVPR 2024poster

We introduce CyberDemo a novel approach to robotic imitation learning that leverages simulated human demonstrations for real-world tasks. By incorporating extensive data augmentation in a simulated environment CyberDemo outperforms traditional in-domain real-world demonstrations when transferred to…

2023

OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding

NeurIPS 2023poster

We introduce OpenShape, a method for learning multi-modal joint representations of text, image, and point clouds. We adopt the commonly used multi-modal contrastive learning framework for representation alignment, but with a specific focus on scaling up 3D representations to enable open-world 3D sha…

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