sentence1: in the proposed model , we used the alexnet model pre-trained on the imagenet database as the cnn model for extracting frame level features .
sentence2: following the common setting in unsupervised domain adaptation , we used the alexnet architecture pre-trained on the imagenet dataset for our base model .