CVPR 2025 "foundation models" Papers

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

Seokju Yun, Seunghye Chae, Dongheon Lee et al.

CVPR 2025highlightarXiv:2412.04077

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Zekun Li et al.

CVPR 2025posterarXiv:2503.16997

The Computer Vision Foundation

CVPR 2025arXiv:2502.20256

UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection

Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al.

CVPR 2025posterarXiv:2412.03342