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cs.RO2026
OMNI-PoseX: A Fast Vision Model for 6D Object Pose Estimation in Embodied Tasks
Michael Zhang, Wei Ying, Fangwen Chen +2
Accurate 6D object pose estimation is a fundamental capability for embodied agents, yet remains highly challenging in open-world environments. Many existing methods often rely on c…
cs.RO2025
Guiding Data Collection via Factored Scaling Curves
Lihan Zha, Apurva Badithela, Michael Zhang +7
Generalist imitation learning policies trained on large datasets show great promise for solving diverse manipulation tasks. However, to ensure generalization to different condition…