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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 22 Aug 2018

    François Chollet Retweeted François Chollet

    This got more of a reaction than I expected, the need for abstraction in AI seems to be an increasingly popular topic. More on this from July 2017: https://blog.keras.io/the-limitations-of-deep-learning.html …https://twitter.com/fchollet/status/1031966610678996992 …

    François Chollet added,

    François CholletVerified account @fchollet
    Most AI problems have long tails -- like giraffes. Natural language question-answering, autonomous driving, fraud detection... To perform well on the long tail, we must go beyond pattern recognition (what deep learning does) and develop systems capable of abstraction & reasoning.
    Show this thread
    10:48 AM - 22 Aug 2018
    • 12 Retweets
    • 61 Likes
    • jgc MSGU akash kumar Jouko Salonen Ebenezer Don Alex V. Mantzaris bourbakis Urvish Patel Logan Cypser Viraj Mavani
    2 replies 12 retweets 61 likes
      1. New conversation
      2. Rishi‏ @wayfarerish 22 Aug 2018
        Replying to @fchollet

        q: are there any emerging alternatives(or techniques that can be used together) to ml/dl, specifically in nlp/nlu?

        1 reply 0 retweets 2 likes
      3. Pat Inc‏ @PatisNLU 22 Aug 2018
        Replying to @wayfarerish @go_rishi @fchollet

        yes there are emerging altneratives to ML/DL @go_rishi http://www.pat.ai  for NLU

        1 reply 0 retweets 2 likes
      4. Show replies
      1. Andrei Khobnia‏ @AI_Kho_ 22 Aug 2018
        Replying to @fchollet

        This old blog post is mostly about CNNs, isn't it? But what do you think about RNNs? In theory RNN can approximate any algorithm. For example, there is Neural Turing machine. Is it possible to build reasoning engine based on RNNs then?

        0 replies 0 retweets 1 like
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