{"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/video-swin-transformer","title":"Video Swin Transformer","arxiv_id":"2106.13230","date":"2021-06-24","proceeding":"CVPR 2022 1","authors":["Ze Liu","Jia Ning","Yue Cao","Yixuan Wei","Zheng Zhang","Stephen Lin","Han Hu"],"abstract":"The vision community is witnessing a modeling shift from CNNs to Transformers, where pure Transformer architectures have attained top accuracy on the major video recognition benchmarks. These video models are all built on Transformer layers that globally connect patches across the spatial and temporal dimensions. 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