CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection

Lin Zhu; Yifeng Yang; Qinying Gu; Xinbing Wang; Chenghu Zhou; Nanyang Ye

2024 ICML ICML 2024

CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection

Abstract

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Authors

Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Transfer Learning

Keywords

ood generalization gradient magnitude energy score vision-language pretrained model hessian open-set ood detection

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