GeoLAM: Learning Geometry-Grounded Latent Actions from Unlabeled Human Videos

Yifan Xie, Hekun Tian, Jinkun Liu +3

Human videos provide rich manipulation experience, but extracting action representations that preserve useful motion remains challenging. Visual reconstruction alone can entangle m…