HN Theater @HNTheaterMonth

The best talks and videos of Hacker News.

Hacker News Comments on
DeepMind - From Generative Models to Generative Agents - Koray Kavukcuoglu

The Artificial Intelligence Channel · Youtube · 194 HN points · 2 HN comments
HN Theater has aggregated all Hacker News stories and comments that mention The Artificial Intelligence Channel's video "DeepMind - From Generative Models to Generative Agents - Koray Kavukcuoglu".
Youtube Summary
Recorded May 2nd, 2018 at ICLR2018
Koray Kavukcuoglu is the Director of Research at DeepMind, where previously he was a research scientist and led the deep learning team. Before joining DeepMind, he was a research staff member at NEC Labs America in the machine learning department.
HN Theater Rankings

Hacker News Stories and Comments

All the comments and stories posted to Hacker News that reference this video.
If you are interested in machine learning, I thought this was a very thought provoking lecture:

https://youtu.be/N5oZIO8pE40

May 10, 2018 · 194 points, 13 comments · submitted by espeed
tim333
transcript: https://pastebin.com/Y8dJtJfB
hyperbovine
This cryovac solo guy really knows his stuff.
pixelpoet
Nothing less from the son of the captain of the Millennium Falcon.
stochastic_monk
Thank you, I wasn't willing to watch for 45 minutes.
shpx
Click the triple dot underneath and to the right of (almost?) any video on youtube, click "Open transcript" and read.
tim333
It's actually quite awkward to read in that format. They should some kind of easy to read view.
lstamour
As a warning, this transcript was auto-generated. I had better luck turning on closed captions and following along at 2x speed.
claar
Reflowed the transcript to 80 characters: https://pastebin.com/aQmKc0WQ
nurettin
Censored in Turkey :-(
huseyinkeles
https://gist.github.com/WhoSayIn/4a6fc0e124297b8eaa70a521da4...
platz
Perhaps interesting for graduate students and professors and industry professionals, but i think is pretty far beyond comprehension for those with only basic understanding of machine learning.
mxwsn
The last third of the talk where he actually discusses work that could be considered to regard generative agents appears to be a deep learning version of the Bayesian model presented three years ago accompanying the initial release of the Omniglot dataset.

http://science.sciencemag.org/content/350/6266/1332.full

Pdf can be found free by googling the paper title

igravious
Yeah, from here: https://youtu.be/N5oZIO8pE40?t=31m38s

From where he says, “Now why did we want to do that?” :)

edit:

He starts talking about SPIRAL. (Cute name.) “Synthesizing Programs for Images using Reinforced Adversarial Learning” Link here: https://deepmind.com/documents/183/SPIRAL.pdf

Authors: Yaroslav Ganin, Tejas Kulkarni, Igor Babuschkin, S. M. Ali Eslami, Oriol Vinyals

HN Theater is an independent project and is not operated by Y Combinator or any of the video hosting platforms linked to on this site.
~ yaj@
;laksdfhjdhksalkfj more things
yahnd.com ~ Privacy Policy ~
Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.