Search Results for author: Chuer Pan

Found 3 papers, 0 papers with code

Deep Projective Rotation Estimation through Relative Supervision

no code implementations21 Nov 2022 Brian Okorn, Chuer Pan, Martial Hebert, David Held

While self-supervised learning has been used successfully for translational object keypoints, in this work, we show that naively applying relative supervision to the rotational group $SO(3)$ will often fail to converge due to the non-convexity of the rotational space.

Pose Estimation Self-Supervised Learning

TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation

no code implementations17 Nov 2022 Chuer Pan, Brian Okorn, Harry Zhang, Ben Eisner, David Held

We conjecture that this relationship is a generalizable notion of a manipulation task that can transfer to new objects in the same category; examples include the relationship between the pose of a pan relative to an oven or the pose of a mug relative to a mug rack.

Pose Estimation Robot Manipulation

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