TSGate: Timestep-Aware Gated Attention for Diffusion Transformers

Boyu Zhang, Yifan Liu, Shuxia Lin +3

Diffusion Transformers (DiTs) have emerged as the dominant architecture for high-fidelity image and video generation. Recent DiT systems increasingly use structured prompts for tra…