NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion

Chuheng Chen, Xiaofei Zhou, Geyuan Zhang +1

Low-Rank Adaptation (LoRA) fusion enables the composition of subject and style representations for controllable generation without retraining. However, existing approaches primaril…