Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation

Zitong Wang, Zijun Shen, Haohao Xu +2

While Diffusion Models excel in text-to-image synthesis, they frequently suffer from catastrophic concept omission when generating complex multi-instance scenes. Existing training-…