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10L – Self-supervised learning in computer vision
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NYU Deep Learning SP21 - 10L – Self-supervised learning in computer vision

5.0 (3)
21 learners

What you'll learn

This course includes

  • 47.3 hours of video
  • Certificate of completion
  • Access on mobile and TV

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Course website: http://bit.ly/DLSP21-web Playlist: http://bit.ly/DLSP21-YouTube Speaker: Ishan Misra Slides: https://bit.ly/DLSP21-10L Chapters 00:00 – Welcome to class 01:05 – Self-supervised learning in computer vision 15:20 – Pretext-invariant representation learning (PIRL) 27:08 – Swapping assignments between views (SwAV) 48:39 – Audiovisual instance discrimination with cross model agreement (AVID + CMA) 58:24 – Barlow Twins: self-supervised learning via redundancy reduction 1:26:17 – Live chat

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