numfocus / YouTubeVideoTimestamps

Adding timestamps to NumFOCUS and PyData YouTube videos!
https://www.youtube.com/c/PyDataTV
MIT License
79 stars 19 forks source link

Vahan Huroyan - Recent Developments in Self-Supervised Learning for Computer Vision #210

Open virajyadav opened 6 months ago

virajyadav commented 6 months ago

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 :)