FREE: Uncertainty-Aware Autoregression for Parallel Diffusion Transformers

Xinwan Wen, Bowen Li, Jiajun Luo +2

Diffusion Transformers (DiTs) achieve state-of-the-art generation quality but require long sequential denoising trajectories, leading to high inference latency. Recent speculative…