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SUMMARY:Better\, faster\, stronger: Ten years of computer vision and deep 
 learning | Google - Andreas Steiner (Google)
DTSTART:20210202T170000Z
DTEND:20210202T180000Z
UID:TALK156718@talks.cam.ac.uk
CONTACT:74143
DESCRIPTION:The field of computer vision was revolutionized in 2012 with t
 he advent of deep learning. We're in the year 2021 and the latest results 
 look poised to shake up the field again : Non-convolutional architectures 
 produce state of the art results\, and they leverage of large amounts of w
 eakly labelled data leads to impressive results on data never seen during 
 training. This talk will start from the very basics using ML for image cla
 ssification\, dive into transfer learning\, and finally focus on recent re
 search results\, such as vision transformers and contrastive learning from
  text and images.
LOCATION:http://meet.google.com/bzk-rvoq-uys
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