ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-Wise Adaptation and Attention Disentanglement

Habin Lim, Yeongseob Won, Juwon Seo, Park Park. ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-Wise Adaptation and Attention Disentanglement. In IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025. pages 18421-18430, IEEE, 2025. [doi]

@inproceedings{LimWSSP25,
  title = {ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-Wise Adaptation and Attention Disentanglement},
  author = {Habin Lim and Yeongseob Won and Juwon Seo and Park Park},
  year = {2025},
  doi = {10.1109/ICCV51701.2025.01712},
  url = {https://doi.org/10.1109/ICCV51701.2025.01712},
  researchr = {https://researchr.org/publication/LimWSSP25},
  cites = {0},
  citedby = {0},
  pages = {18421-18430},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-8775-8},
}