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DeepMind - From Generative Models to Generative Agents - Koray Kavukcuoglu
The Artificial Intelligence Channel
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If you are interested in machine learning, I thought this was a very thought provoking lecture:
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⬐ tim333transcript: https://pastebin.com/Y8dJtJfB⬐ hyperbovine⬐ platzThis cryovac solo guy really knows his stuff.⬐ pixelpoet⬐ stochastic_monkNothing less from the son of the captain of the Millennium Falcon.Thank you, I wasn't willing to watch for 45 minutes.⬐ shpx⬐ claarClick the triple dot underneath and to the right of (almost?) any video on youtube, click "Open transcript" and read.⬐ tim333⬐ lstamourIt's actually quite awkward to read in that format. They should some kind of easy to read view.As a warning, this transcript was auto-generated. I had better luck turning on closed captions and following along at 2x speed.Reflowed the transcript to 80 characters: https://pastebin.com/aQmKc0WQ⬐ nurettinCensored in Turkey :-(⬐ huseyinkeleshttps://gist.github.com/WhoSayIn/4a6fc0e124297b8eaa70a521da4...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.⬐ mxwsnThe 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
⬐ igraviousYeah, from here: https://youtu.be/N5oZIO8pE40?t=31m38sFrom where he says, “Now why did we want to do that?” :)
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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