BriefGPT.xyz
Aug, 2021
多源域自适应的元自学习:基准
Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark
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Shuhao Qiu, Chuang Zhu, Wenli Zhou
TL;DR
本文的研究着重于文本识别问题,通过提出元自学习方法(Meta Self-Learning)和收集包含5个不同领域的超过5百万张图像的多源领域适应数据集,提供了一个基准测试,实验结果证明了我们的方法的有效性。
Abstract
In recent years,
deep learning
-based methods have shown promising results in computer vision area. However, a common
deep learning
model requires a large amount of labeled data, which is labor-intensive to collec
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