UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization 事件

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization arXiv:2606.00351v1 Announce Type: new Abstract: Personalized visual understanding has advanced significantly, yet existing approaches struggle to localize and extract specific concepts when input images contain multiple objects. Many prior methods rely heavily on segmentation-based supervision or exhibit poor compositional generalization, limiting their ability to accurately disentangle and