3SGen: Unified Subject, Style, and Structure-Driven Image Generation with Adaptive Task-specific Memory

Xinyang Song, Libin Wang, Weining Wang +6

Recent image generation approaches often address subject, style, and structure-driven conditioning in isolation, leading to feature entanglement and limited task transferability. I…