Domain-transfer learning is a machine learning task to explore a source domain data set to help the learning problem in a target domain.Usually, the source domain has sufficient labeled data, while the target domain does not.In this paper, we propose a novel domain-transfer convolutional model by mapping a target domain data sample to a proxy in th
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