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YouTube video - Yann LeCun: Deep Learning, Convolutional
Neural Networks, and Self-Supervised Learning | AI
Podcast;_WJD_2019-0902_V001R01_IR92_
Source (資訊來源):
Info cited on 2019-09-02-WD1 (資訊引用於 中華民國108年9月2日) by 湯偉晉
(WeiJin Tang)
#
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Yann LeCun: Deep Learning, Convolutional Neural Networks,
and Self-Supervised Learning | AI Podcast
Yann
LeCun: Deep Learning, Convolutional Neural Networks, and Self-Supervised
Learning | AI Podcast
Yann LeCun: Deep Learning, Convolutional Neural Networks,
and Self-Supervised Learning | AI Podcast
Lex Fridman
Published on Aug 31, 2019
Yann LeCun is one of the fathers of deep learning, the
recent revolution in AI that has captivated the world with the possibility of
what machines can learn from data. He is a professor at New York University, a
Vice President & Chief AI Scientist at Facebook, co-recipient of the Turing
Award for his work on deep learning. He is probably best known as the founding
father of convolutional neural networks, in particular their early application
to optical character recognition. This conversation is part of the Artificial
Intelligence podcast.
INFO:
Podcast website: https://lexfridman.com/ai
Full episodes playlist: http://bit.ly/2EcbaKf
Clips playlist: http://bit.ly/2JYkbfZ
EPISODE LINKS:
Yann's Facebook: https://www.facebook.com/yann.lecun
Yann's Twitter: https://twitter.com/ylecun
Yann's Website: http://yann.lecun.com
OUTLINE:
0:00 - Introduction
1:11 - HAL 9000 and Space Odyssey 2001
7:49 - The surprising thing about deep learning
10:40 - What is learning?
18:04 - Knowledge representation
20:55 - Causal inference
24:43 - Neural networks and AI in the 1990s
34:03 - AGI and reducing ideas to practice
44:48 - Unsupervised learning
51:34 - Active learning
56:34 - Learning from very few examples
1:00:26 - Elon musk: deep learning and autonomous driving
1:03:00 - Next milestone for human-level intelligence
1:08:53 - Her
1:14:26 - Question for an AGI system
CONNECT:
- Subscribe to this YouTube channel
- Twitter: https://twitter.com/lexfridman
- LinkedIn: https://www.linkedin.com/in/lexfridman
- Facebook: https://www.facebook.com/lexfridman
- Instagram: https://www.instagram.com/lexfridman
- Medium: https://medium.com/@lexfridman
- Support on Patreon: https://www.patreon.com/lexfridman
Category
Science & Technology
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