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International Journal of Computer Vision · 期刊 · Computer Vision

2026-01-08 至 2026-01-08 共收录 1
2412.18342 2026-01-08 cs.CV cs.LG eess.IV

Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization

通过基于提示的双曲元学习缓解标签噪声以实现开放集领域泛化

Kunyu Peng, Di Wen, M. Saquib Sarfraz, Yufan Chen, Junwei Zheng, David Schneider, Kailun Yang, Jiamin Wu, Alina Roitberg, Rainer Stiefelhagen

机构 * Karlsruhe Institute of Technology(卡尔斯鲁厄理工学院) Hunan University(湖南大学) Shanghai AI Lab(上海人工智能实验室) University of Hildesheim(希尔德斯海姆大学)

AI总结 本文提出HyProMeta框架,通过双曲元学习和可学习提示缓解标签噪声,提升开放集领域泛化的性能。

Comments Accepted to International Journal of Computer Vision (IJCV). The source code of this work is released at https://github.com/KPeng9510/HyProMeta

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