Jin-Yang Li

Lightweight Gated Residual Late Fusion for Frozen Vision Priors in Vision-Only Diffusion Policies

Visuomotor diffusion policy has shown strong capability in robotic manipulation, yet its performance depends heavily on visual representation quality. Under vision-only settings, limited expressiveness of conventional encoders bottlenecks both policy performance and convergence. Large-scale self-supervised vision found...