Fabio Viola

@fabiointheuk

Research Engineer at Google DeepMind

London, UK
Vrijeme pridruživanja: kolovoz 2010.
3 fotografije ili videozapisa Fotografije i videozapisi

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  1. proslijedio/la je Tweet
    21. sij

    🚨New lecture series🚨 We've teamed up with to bring you the Deep Learning Lecture Series: 12 lectures covering a range of topics in Deep Learning - all led by DeepMind researchers, all free, and all open to everyone. Info & tickets:

    14 replies 479 proslijeđenih tweetova 1.327 korisnika označava da im se sviđa
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  2. proslijedio/la je Tweet
    29. pro 2019.

    Some people in ML share the illusion that models expressed symbolically will necessarily/magically generalise better compared to, for example, parametric model families fit on the same data. This belief seems to come from a naive understanding of mathematics 1/5

    9 replies 98 proslijeđenih tweetova 427 korisnika označava da im se sviđa
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  3. proslijedio/la je Tweet
    25. pro 2019.

    Rephrasing with my own words: DL is a collection of tools to build complex modular differentiable functions. These tools are devoid of meaning, it is pointless to discuss what DL can or cannot do. What gives meaning to it is how it is trained and how the data is fed to it

    14 replies 90 proslijeđenih tweetova 466 korisnika označava da im se sviđa
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  4. proslijedio/la je Tweet
    18. pro 2019.

    This makes me so angry. Thisis what children are being told about the place women have in science. 😡

    “What a load of scientific jargon.” “Booooring! Time to do some baking!” “A group of girls among researchers - we’ll stick out like sore thumbs!” Friends magazine, December 2019
    8 replies 20 proslijeđenih tweetova 78 korisnika označava da im se sviđa
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  5. proslijedio/la je Tweet
    9. pro 2019.
    Odgovor korisniku/ci

    Thank you for the kind words, Max. Here's a link to my notes from that portion of the talk, in case you'd like to share them.

    1 reply 7 proslijeđenih tweetova 19 korisnika označava da im se sviđa
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  6. proslijedio/la je Tweet
    9. pro 2019.

    Unsupervised pre-training now outperforms supervised learning on ImageNet for any data regime (see figure) and also for transfer learning to Pascal VOC object detection

    , , i još njih 2
    218 proslijeđenih tweetova 777 korisnika označava da im se sviđa
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  7. proslijedio/la je Tweet
    6. pro 2019.

    Looking for something to read in your flight to ? Read about Normalizing Flows from our extensive review paper (also with new insights on how to think about and derive new flows) with

    11 replies 169 proslijeđenih tweetova 648 korisnika označava da im se sviđa
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  8. proslijedio/la je Tweet
    3. lis 2019.

    Now for something different! Deep RL + GAN training + CelebA = artificial caricature. Agents learn to draw simplified (artistic?) portraits via trial and error. @ creativity workshop. Animated paper: PDF: Thread.

    212 proslijeđenih tweetova 617 korisnika označava da im se sviđa
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  9. proslijedio/la je Tweet
    1. lis 2019.

    We had a "Hamiltonian extravaganza" at . We show how to learn Hamiltonian gen models from pixels and propose a general method for combining symmetry Lie groups with ODE-Flow generative models in

    5 replies 82 proslijeđena tweeta 335 korisnika označava da im se sviđa
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  10. proslijedio/la je Tweet
    6. ruj 2019.

    Thrilled to be able to share what I've been working on for the last year - solving the fundamental equations of quantum mechanics with deep learning!

    35 replies 413 proslijeđenih tweetova 1.608 korisnika označava da im se sviđa
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  11. proslijedio/la je Tweet
    13. kol 2019.

    We're excited to announce the next speaker in our line up for at on 16th Nov 2019. Please meet Dr Shakir Mohamed (), a researcher in statistical machine learning. Think , , and !

    1 reply 18 proslijeđenih tweetova 62 korisnika označavaju da im se sviđa
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  12. proslijedio/la je Tweet
    2. kol 2019.

    This massive spike in deforestation (double anything seen over previous 48months) is why Bolsonaro sacked head of space agency. Satellite info wasn’t leaked. Just routinely updated online as under previous presidents. Bolsonaro has fired a top scientist for doing his job.

    16 replies 334 proslijeđena tweeta 474 korisnika označavaju da im se sviđa
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  13. 31. srp 2019.

    Impactful work from great colleagues at .

    Really excited to see this health research published in - it’s a huge achievement for the team, and a great example of using machine learning and AI for positive impact.
    5 korisnika označava da im se sviđa
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  14. proslijedio/la je Tweet
    15. srp 2019.

    Turing’s story reminds us that though we’ve made progress, we mustn’t stop until everyone regardless of background, sexual orientation, gender, race or disability can achieve their full potential, something I'm giving a lot of thought to at the moment. 3/3

    10 replies 37 proslijeđenih tweetova 261 korisnik označava da mu se sviđa
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  15. 5. srp 2019.

    We just released the core components needed to reimplement GECO, in Sonnet - these include an abstraction for optimisation constraints and a differentiable moving average, alongside a few other handy tools. Thanks !

    For anyone interested in constrained optimisation with DL models (e.g. as in ), we just released a few handy tools to deal with inequality constraints for Sonnet (). Thanks !
    2 proslijeđena tweeta 6 korisnika označava da im se sviđa
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  16. proslijedio/la je Tweet
    1. srp 2019.

    Oh hey 17 year old self intimidated by overconfident dudes in freshman physics, oh hey anxious postdoc self sure none of it could possibly work out, oh hey super overwhelmed Assistant Prof self wondering how this job is possible: I became a Professor of Physics at Stanford today.

    4.519 proslijeđenih tweetova 101.191 korisnik označava da mu se sviđa
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  17. proslijedio/la je Tweet
    25. lip 2019.

    Congratulations to who is featured in ’s list for her work on biological reinforcement learning and the hippocampal formation

    5 replies 72 proslijeđena tweeta 416 korisnika označava da im se sviđa
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  18. proslijedio/la je Tweet
    25. lip 2019.

    Happy share our work: Shaping Belief States with Generative Environment Models for RL Thanks Karol Gregor, Frederic Besse, Yan Wu, Hamza Merzic and !

    63 proslijeđena tweeta 223 korisnika označavaju da im se sviđa
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  19. proslijedio/la je Tweet
    20. lip 2019.

    Organizing a machine learning summer school in London. We support 50 applicants (MSc and PhD students) with full scholarships (flights, accommodation, meals, fees, etc.). refuses visa for them to participate? Shameful and disrespectful. ?!

    227 proslijeđenih tweetova 727 korisnika označava da im se sviđa
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  20. proslijedio/la je Tweet
    16. lip 2019.

    Is computer vision useful for more than making pretty pictures and selling ads? This is an important workshop that brings new people and problems together with vision researchers. There has never been a more appropriate time to make the world better.

    1:41
    Sunday June 16th, 8:45am. Computer vision for global challenges is happening. Join us!
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    4 proslijeđena tweeta 37 korisnika označava da im se sviđa
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