LIBROS DEL AUTOR: gabriela csurka

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  • Visual Domain Adaptation in the Deep Learning Era
    Gabriela Csurka / Mathieu Salzmann / Timothy M. Hospedales
    Solving problems with deep neural networks typically relies on massive amounts of labeled training data to achieve high performance. While in many situations huge volumes of unlabeled data can be and often are generated and available, the cost of acquiring data labels remains high. Transfer learning (TL), and in particular domain adaptation (DA), has emerged as an effective sol...
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