{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/improved-regularization-of-convolutional","title":"Improved Regularization of Convolutional Neural Networks with Cutout","arxiv_id":"1708.04552","date":"2017-08-15","proceeding":null,"authors":["Terrance DeVries","Graham W. Taylor"],"abstract":"Convolutional neural networks are capable of learning powerful\nrepresentational spaces, which are necessary for tackling complex learning\ntasks. 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