title: "Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers" pdf_url: "https://openreview.net/pdf?id=vexHifrbJg" venue: "ICML 2025" year: "2025" extra: selection_index: 11 domain: "Computer Vision" paradigm: "New Algorithm / Architecture"