Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Self-Supervised Learning in Computer Vision

Alfredo Canziani via YouTube

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This lecture surveys self-supervised learning methods for computer vision, including PIRL, SwAV, audiovisual instance discrimination with cross-model agreement, and Barlow Twins’ redundancy-reduction approach.

Syllabus

– Welcome to class
– Self-supervised learning in computer vision
– Pretext-invariant representation learning PIRL
– Swapping assignments between views SwAV
– Audiovisual instance discrimination with cross model agreement AVID + CMA
– Barlow Twins: self-supervised learning via redundancy reduction
– Live chat

Taught by

Alfredo Canziani

Reviews

Start your review of Self-Supervised Learning in Computer Vision

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.