Heesun Jung

Decoupled Guidance: Disentangling Subject and Context Pathways in Text-to-Image Personalization

Seongmin Kim, Kyucheol Shin, Heesun Jung, Jinseo Kim, Sungyong Baik

Text-to-image personalization aims to generate a user-provided subject in novel scenes described by text. However, most existing methods encode subject identity (fidelity) and context (editability) through the same conditioning pathway, forcing the two to compete for attention-ma…Read more