10L – Self-supervised learning in computer vision
Channel: Alfredo Canziani
Date: 2021-06-28

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