#258 – Yann LeCun: Dark Matter of Intelligence and Self-Supervised Learning
发布时间 2022-01-22 20:08:32 来源
摘要
Yann LeCun is the Chief AI Scientist at Meta, professor at NYU, Turing Award winner, and one of the seminal researchers in the history of machine learning. Please support this podcast by checking out our sponsors:
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EPISODE LINKS:
Yann's Twitter: https://twitter.com/ylecun
Yann's Facebook: https://www.facebook.com/yann.lecun
Yann's Website: http://yann.lecun.com/
Books and resources mentioned:
Self-supervised learning (article): https://bit.ly/3Aau1DQ
PODCAST INFO:
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OUTLINE:
Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) - Introduction
(06:58) - Self-supervised learning
(17:17) - Vision vs language
(23:08) - Statistics
(28:55) - Three challenges of machine learning
(34:45) - Chess
(42:47) - Animals and intelligence
(52:31) - Data augmentation
(1:13:51) - Multimodal learning
(1:25:40) - Consciousness
(1:30:25) - Intrinsic vs learned ideas
(1:34:37) - Fear of death
(1:42:29) - Artificial Intelligence
(1:56:18) - Facebook AI Research
(2:12:56) - NeurIPS
(2:29:08) - Complexity
(2:37:33) - Music
(2:42:28) - Advice for young people
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