The Conference for Machine Learning Innovation

Self-supervised Learning: Teaching AI common sense

Session
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Join the ML Revolution!
Until June 2
✓ Save up to 226€
✓ Group discount
✓ Special discount for freelancers
Register Now
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Register Now
Thank you for attending!
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
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Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Infos
Tuesday, June 28 2022
11:30 - 12:15
Infos
Tuesday, December 7 2021
09:00 - 09:45
Room:
Salon 2

How is it that humans can learn from just a few examples and machine learning algorithms can’t? ML algorithms have a lot of trouble understanding common sense and need insane amounts of very costly labelled data. Luckily this is about to change. Self-supervised learning allows ML algorithms to train on low quality unlabelled data. On top of that ML algorithms trained using self-supervised learning seem to pick up common sense and are able to beat human performance in language tasks. Why is that? And how does it work?

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