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AnimaAnandkumar's profile
Prof. Anima Anandkumar
Prof. Anima Anandkumar
Prof. Anima Anandkumar
@AnimaAnandkumar

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Prof. Anima Anandkumar

@AnimaAnandkumar

Director of #AI #research @nvidia, Bren #Professor @Caltech, Fmr Principal scientist @awscloud #Sloan fellow #Tensors Erdos #2 #dancer http://anima-ai.org 

Santa Clara, CA
tensorlab.cms.caltech.edu/users/anima/
Joined October 2014

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    1. This Tweet is unavailable.
    2. Prof. Anima Anandkumar‏ @AnimaAnandkumar 15 Oct 2019
      • Report Tweet
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      Replying to @adjiboussodieng

      Prof. Anima Anandkumar Retweeted arXiv Daily

      Full paper here: https://twitter.com/arXiv_Daily/status/1184138720871534592?s=20 … We show that better optimization leads to better expression of modes in GANs. This is empirical and not main focus. Thanks for pointing out your work. We will look at it closely

      Prof. Anima Anandkumar added,

      arXiv Daily @arXiv_Daily
      Implicit competitive regularization in GANs https://deepai.org/publication/implicit-competitive-regularization-in-gans … by Florian Schäfer et al. including @AnimaAnandkumar #Probability #LossFunction
      1 reply 0 retweets 1 like
    3. Adji  🇸🇳 🌍‏ @adjiboussodieng 15 Oct 2019
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      Replying to @AnimaAnandkumar

      Thanks. There is no evaluation of mode collapse in the whole paper. You have been vocal against hyping results, which I respect, so I was surprised to see you make a statement that is not reflected by the results in your paper. Thank you for sending the reference.

      0 replies 0 retweets 4 likes
    4. This Tweet is unavailable.
    5. Adji  🇸🇳 🌍‏ @adjiboussodieng 15 Oct 2019
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      Replying to @AnimaAnandkumar

      @AnimaAnandkumar not all conversations are defamations. I am simply making clarifications regarding the paper. And yes I have read it. If you want to block me for attempting at having a scientific dialog please go ahead. I meant no harm.

      1 reply 0 retweets 9 likes
      Prof. Anima Anandkumar‏ @AnimaAnandkumar 15 Oct 2019
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      Replying to @adjiboussodieng

      Thank you for clarifying it. Twitter is not easiest medium to engage. Disagreements get escalated. I am not hyping up. Bad optimization methods in GANs lead to mode collapse. We have empirical evidence for this. There is even a nice video in slides with Gaussian mixtures.

      12:21 PM - 15 Oct 2019
      • 1 Like
      • Michal Wolski
      1 reply 0 retweets 1 like
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        1. Adji  🇸🇳 🌍‏ @adjiboussodieng 15 Oct 2019
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          Replying to @AnimaAnandkumar

          Thanks! I am glad things are cleared up. Could you point me to the video?

          2 replies 0 retweets 4 likes
        2. Prof. Anima Anandkumar‏ @AnimaAnandkumar 15 Oct 2019
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          Replying to @adjiboussodieng

          It is one of the slides in link I sent

          1 reply 0 retweets 0 likes
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