Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting 事件

Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting arXiv:2606.03792v1 Announce Type: new Abstract: Low-Rank Adaptation (LoRA) successfully enables personalization in text-to-image generation by adapting pre-trained diffusion models to specific visual concepts and styles. However, extending such models to multi-concept customization remains challenging. Naively combining multiple LoRA weights or their outputs often leads to interference among concepts, resulting in degraded