Visual Domain Adaptation with Manifold Embedded Distribution Alignment

19 Jul 2018Jindong WangWenjie FengYiqiang ChenHan YuMeiyu HuangPhilip S. Yu

Visual domain adaptation aims to learn robust classifiers for the target domain by leveraging knowledge from a source domain. Existing methods either attempt to align the cross-domain distributions, or perform manifold subspace learning... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Domain Adaptation ImageCLEF-DA MEDA Accuracy 89.0 # 1
Unsupervised Domain Adaptation ImageCLEF-DA MEDA Accuracy 89.0 # 1