{"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/emerging-properties-in-self-supervised-vision","title":"Emerging Properties in Self-Supervised Vision Transformers","arxiv_id":"2104.14294","date":"2021-04-29","proceeding":"ICCV 2021 10","authors":["Mathilde Caron","Hugo Touvron","Ishan Misra","Hervé Jégou","Julien Mairal","Piotr Bojanowski","Armand Joulin"],"abstract":"In this paper, we question if self-supervised learning provides new properties to Vision Transformer (ViT) that stand out compared to convolutional networks (convnets). 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