YouTube video - Yann LeCun： Deep Learning, Convolutional Neural Networks, and Self-Supervised Learning; AI Podcast;_WJD_2019-0902_IR92_

--- -  - --- -  - ---

2019-09-02

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):

https://www.youtube.com/watch?v=SGSOCuByo24&feature=push-fr&attr_tag=suBE1O3XUoFj0iog%3A6

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)

#

- -  - - - -  - -

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

- - - - -- -- - -

--- --- -   - --- ---