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Feb, 2024
具有噪声标签的遥感图像分割的任务特定预训练
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation
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Chenying Liu, Conrad Albrecht, Yi Wang, Xiao Xiang Zhu
TL;DR
提出了利用噪声标签进行遥感图像分割任务特定预训练的方法,并研究其对饱和模型的影响和鲁棒性。实验证明了该方法在提高预训练策略准确性和多样性方面的潜力。
Abstract
In recent years,
self-supervision
has drawn a lot of attention in
remote sensing
society due to its ability to reduce the demand of exact labels in supervised deep learning model training.
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