sentence1: closer to our work , jetley et al estimated attention by taking feature maps at various layers in the cnn as input , producing a 2d matrix of scores for each map .
sentence2: jetley et al estimated attentions by considering the feature maps at various layers in the cnn , producing a 2d matrix of scores for each map .