SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning

Seokju Yun, Seunghye Chae, Dongheon Lee, Youngmin Ro. SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025. pages 25602-25612, Computer Vision Foundation / IEEE, 2025. [doi]

@inproceedings{YunCLR25,
  title = {SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning},
  author = {Seokju Yun and Seunghye Chae and Dongheon Lee and Youngmin Ro},
  year = {2025},
  url = {https://openaccess.thecvf.com/content/CVPR2025/html/Yun_SoMA_Singular_Value_Decomposed_Minor_Components_Adaptation_for_Domain_Generalizable_CVPR_2025_paper.html},
  researchr = {https://researchr.org/publication/YunCLR25},
  cites = {0},
  citedby = {0},
  pages = {25602-25612},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025},
  publisher = {Computer Vision Foundation / IEEE},
  isbn = {979-8-3503-5300-6},
}