2025
DynaRend: Learning 3D Dynamics via Masked Future Rendering for Robotic Manipulation
NeurIPS 2025poster
Learning generalizable robotic manipulation policies remains a key challenge due to the scarcity of diverse real-world training data. While recent approaches have attempted to mitigate this through self-supervised representation learning, most either rely on 2D vision pretraining paradigms such as m…