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Jul, 2022
基于交叉注意力的前馈无源隐空域自适应
Feed-Forward Source-Free Latent Domain Adaptation via Cross-Attention
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Ondrej Bohdal, Da Li, Shell Xu Hu, Timothy Hospedales
TL;DR
本文研究深度学习中前馈源自适应的应用及其改进,通过交叉关注机制自适应目标数据集,探索自动化实例选取提升性能,实验表明我们提出的框架能显著改进现有方法。
Abstract
We study the highly practical but comparatively under-studied problem of
latent-domain adaptation
, where a source model should be adapted to a
target dataset
that contains a mixture of unlabelled domain-relevant
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