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Giving robots 3D vision without depth sensors

calendar_today September 9, 2026 person Jianwen Xie domain lambda

Giving robots better 3D perception Robots are becoming increasingly capable of learning manipulation skills directly from images. Most robot policies still rely on monocular cameras, though, which struggle to estimate depth accurately. That makes precise tasks such as grasping objects in cluttered environments, inserting parts, or manipulating complex geometry hard to pull off.

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