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Mar, 2021
高效推断的动态领域自适应
Dynamic Domain Adaptation for Efficient Inference
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Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li
TL;DR
本文提出了一种动态域自适应框架(DDA),该框架可以在低资源情况下实现高效的目标推理,并继承域适应所带来的有利泛化能力,同时应用领域混淆约束来提高适应性能。
Abstract
domain adaptation
(DA) enables knowledge transfer from a labeled source domain to an unlabeled target domain by reducing the cross-domain distribution discrepancy. Most prior DA approaches leverage complicated and powerful
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