World Model · podcast knowledge graph

ICLR 2020: Yann LeCun and Energy-Based Models

2020-05-19 · 132 min · episode 5 · 11 entities

episode page audio

Asserted relationships

  • → discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • → references Speaker 7 website
    0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://iclr.cc/virtual_2020/speaker_7.html
  • → references Lecun 06 website
    0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf
  • 0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://openai.com/blog/learning-concepts-with-energy-functions

Entities found in this episode

websites 4

  • mentioned Speaker 7 website
    0.45
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://iclr.cc/virtual_2020/speaker_7.html
  • mentioned Lecun 06 website
    0.45
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf
  • references Speaker 7 website
    0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://iclr.cc/virtual_2020/speaker_7.html
  • references Lecun 06 website
    0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf

companys 2

  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology

persons 2

  • 0.45
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://openai.com/blog/learning-concepts-with-energy-functions
  • 0.38
    evidence rules-v4
    Link in episode "ICLR 2020: Yann LeCun and Energy-Based Models": https://openai.com/blog/learning-concepts-with-energy-functions

concepts 2

podcasts 1

Episode description as stored
This week Connor Shorten, Yannic Kilcher and Tim Scarfe reacted to Yann LeCun's keynote speech at this year's ICLR conference which just passed. ICLR is the number two ML conference and was completely open this year, with all the sessions publicly accessible via the internet. Yann spent most of his talk speaking about self-supervised learning, Energy-based models (EBMs) and manifold learning. Don't worry if you hadn't heard of EBMs before, neither had we! Thanks for watching! Please Subscribe! Paper Links: ICLR 2020 Keynote Talk: https://iclr.cc/virtual_2020/speaker_7.html A Tutorial on Energy-Based Learning: http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf Concept Learning with Energy-Based Models (Yannic's Explanation): https://www.youtube.com/watch?v=Cs_j-oNwGgg Concept Learning with Energy-Based Models (Paper): https://arxiv.org/pdf/1811.02486.pdf Concept Learning with Energy-Based Models (OpenAI Blog Post): https://openai.com/blog/learning-concepts-with-energy-functions/ #deeplearning #machinelearning #iclr #iclr2020 #yannlecun