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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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    1. dribnet‏ @dribnet 8 Jan 2017

      neural face grids with variable scalepic.twitter.com/qfftEoynaD

      5 replies 16 retweets 44 likes
    2. Olivier Grisel‏ @ogrisel 8 Jan 2017
      Replying to @dribnet

      impressive results. Have you checked if the model is overfitting ?

      1 reply 0 retweets 1 like
    3. dribnet‏ @dribnet 8 Jan 2017
      Replying to @ogrisel

      No quantitative checks - but I don't think it is. Latent space is small (160 dim) and OOS reconstructions/interpolations look good.

      1 reply 0 retweets 3 likes
      François Chollet‏Verified account @fchollet 8 Jan 2017
      Replying to @dribnet @ogrisel

      I'm curious how you picked the number 160?

      3:21 PM - 8 Jan 2017
      • 4 Likes
      • dribnet Markus Wulfmeier Mert Kilickaya DPH
      1 reply 0 retweets 4 likes
        1. New conversation
        1. dribnet‏ @dribnet 8 Jan 2017
          Replying to @fchollet @ogrisel

          Just trial and error. In general, I dial down the latent space dimension until I can see reconstructions suffer.

          1 reply 0 retweets 0 likes
        2. Lukas Mosser‏ @porestar 9 Jan 2017
          Replying to @dribnet @fchollet @ogrisel

          Do you find, higher latent space dimensions lead to better reconstructions than adding more filters to the gen.?

          1 reply 0 retweets 1 like
        3. Show replies

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