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publications

RoboCurate: Harnessing Diversity with Action-Verified Neural Trajectory for Robot Learning

Published in arXiv preprint, 2026

A framework that validates synthetic robot training data quality through simulation comparison, leveraging image editing and video transfer to enhance observational and appearance diversity.

Recommended citation: Seungku Kim, Suhyeok Jang, Byungjun Yoon, Dongyoung Kim, John Won, and Jinwoo Shin. (2026). "RoboCurate: Harnessing Diversity with Action-Verified Neural Trajectory for Robot Learning." arXiv preprint arXiv:2602.18742.
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teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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