* 15 pages, 11 figures, 2 tables, Workshop on Domain Adaptation for
Visual Understanding (Joint IJCAI/ECAI/AAMAS/ICML 2018 Workshop) Keywords:
deep learning, transfer learning, finetuning, deep neural network,
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