FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models

Xinting Liao; Weiming Liu; Jiaming Qian; Pengyang Zhou; Jiahe Xu; Wenjie Wang; Chaochao Chen; Xiaolin Zheng; Tat-Seng Chua

2025 ICML ICML 2025

FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chaochao Chen, Xiaolin Zheng, Tat-Seng Chua

Topics

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

Keywords

vision-language model out-of-distribution robustness federated prompt learning global prompt local prompts ood prompts

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