Visual Domain Adaptation: A survey of recent advances
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...As a reference, the survey paper by Cook [19] covers transfer learning for the application of activity recognition and the survey papers by Patel [89] and Shao [103] address transfer learning in the domain of image recognition....
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...Patel VM, Gopalan R, Li R, Chellappa R. Visual domain adaptation: a survey of recent advances....
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"Visual Domain Adaptation: A survey ..." refers background in this paper
...However, the learned dictionary may not be optimal if the target data has different distribution than the data used for training....
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...In particular, we focus on object recognition and face recognition applications....
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...Let i ∈ [1, · · · , k] be an index set over k intermediate datasets....
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