Qiaochu Xue

OminiControl: Minimal and Universal Control for Diffusion Transformer

We present OminiControl, a novel approach that rethinks how image conditions are integrated into Diffusion Transformer (DiT) architectures. Current image conditioning methods either introduce substantial parameter overhead or handle only specific control tasks effectively, limiting their practical v…