COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation

Xinlong Zhang, Jia Wei, Xiaoyu Zhang +3

Achieving high-fidelity object-level control in Diffusion Transformers remains a significant challenge despite the introduction of structural priors like depth and Canny maps. Curr…