Fiona Ryan, Josef Sivic, Fabian Caba Heilbron, Judy Hoffman, James M. Rehg, Bryan C. Russell: Improving Personalized Search with Regularized Low-Rank Parameter Updates. CVPR 2025: 19748-19757