Align then Adapt: Rethinking Parameter-Efficient Transfer Learning in 4D Perception
arXiv:2602.23069v2 Announce Type: replace
Abstract: Point cloud video understanding is critical for robotics as it accurately encodes motion and scene interaction. We recognize that 4D datasets are far scarcer than 3D ones, which hampers the scalabili…