2026
Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers
CVPR 2026
Region-instructed layout control in text-to-image generation is highly practical, yet existing methods suffer from limitations: (i) training-based approaches inherit data bias and often degrade image quality, and (ii) current techniques struggle with occlusion order, limiting real-world usability. T