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Apr, 2023
领域泛化中模型验证的原则方法
A principled approach to model validation in domain generalization
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Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
TL;DR
本研究旨在解决域泛化问题,提出了一种新的模型选择方法,该方法综合考虑分类风险和域差异。通过实验结果验证了该方法的有效性。
Abstract
domain generalization
aims to learn a model with good generalization ability, that is, the learned model should not only perform well on several seen domains but also on unseen domains with different data distributions. State-of-the-art
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