NXN Labs (Seungyong Lee, Jeong-gi Kwak) · Image Editing

Voost

A unified diffusion transformer framework that jointly learns virtual try-on and try-off by modeling both tasks bidirectionally, achieving state-of-the-art results through shared garment-body relational reasoning without task-specific networks. Introduces attention temperature scaling and self-corrective sampling techniques to improve robustness and leverage bidirectional consistency.