2026
CLaD: Planning with Grounded Foresight via Cross-Modal Latent Dynamics
CVPR 2026
Robotic manipulation involves kinematic and semantic transitions that are inherently coupled via underlying actions. However, existing approaches plan within either semantic or latent space without explicitly aligning these cross-modal transitions. To address this, we propose CLaD, a framework that