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Nov, 2023
语言引导的领域通用分割的简单方法
A Simple Recipe for Language-guided Domain Generalized Segmentation
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Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
TL;DR
通过利用语言作为随机化的源,在语义分割网络中引入简单的框架来实现泛化。通过最小化微调、语言驱动的局部样式增强和在训练过程中混合源和增强样式的随机化三个关键要素,我们进行了大量实验,在各种泛化基准测试中取得了最先进的结果。
Abstract
generalization
to new domains not seen during training is one of the long-standing goals and challenges in deploying
neural networks
in real-world applications. Existing
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