Beyond Future Prediction: Denoising as Generative Adaptation for Robot Control

Zanyi Wang, Yuheng Lei, Dengyang Jiang +4

Pretrained generative Diffusion Transformers (DiTs) capture rich pixel-level visual and language-conditioned structure through large-scale image and video generation training. A gr…