Highlight "foundation models" Papers

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Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness

Beier Zhu, Jiequan Cui, Hanwang Zhang et al.

CVPR 2025highlightarXiv:2503.09487
3
citations

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

Seokju Yun, Seunghye Chae, Dongheon Lee et al.

CVPR 2025highlightarXiv:2412.04077
10
citations

Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding

Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen et al.

CVPR 2024highlightarXiv:2311.15206
29
citations

OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning

Lingyi Hong, Shilin Yan, Renrui Zhang et al.

CVPR 2024highlightarXiv:2403.09634
123
citations