DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation. - Sanghyun Jo; Ziseok Lee; Wooyeol Lee; Kyungsu Kim (CoRR, 2025)

ISAC: Training-Free Instance-to-Semantic Attention Control for Improving Multi-Instance Generation. - Sanghyun Jo; Wooyeol Lee; Ziseok Lee; Kyungsu Kim (CoRR, 2025)