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attention to attention: Improving the performance of convolutional neural networks via attention transfer","author":"komodakis","year":"2017","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref113","first-page":"1","article-title":"Distilling the knowledge in a neural network","volume":"1050","author":"hinton","year":"2015","journal-title":"Statistics"},{"key":"ref116","first-page":"102","article-title":"Cross-database micro-expression recognition: A style aggregated and attention transfer approach","author":"zhou","year":"2019","journal-title":"Proc IEEE Int Conf Multimedia Expo Workshops"},{"key":"ref115","first-page":"1","article-title":"A neural micro-expression recognizer","author":"liu","year":"2019","journal-title":"Proc 14th IEEE Int Conf Autom Face Gesture Recognit"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref121","article-title":"Large-margin softmax loss for convolutional neural networks","author":"liu","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00552"}],"container-title":["IEEE Transactions on Affective 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