Vahan Huroyan - Recent Developments in Self-Supervised Learning for Computer Vision

[virajyadav]

Content
00:36 Motivation
1:30 Self supervise learning
2:24 how to use self supervised learning
3:00 Idea of self supervised learning
3:45 Types of the pretext task in detail
9:45 Image Augmentation approaches
12:00 SimCLR Approach
16:55 BOYL boost strap your own latent
20:10 SimSIYAN Network
22:36 DINO Network
24:48 Self attention from vision transformer
26:15 Masked image modeling
27:00 Masked Auto-encoder
29:53 Most Recent approach
31:00 Q&A

i hope this is as per the guidelines & enjoyed doing it :)