Where can I find out about the “Helvetica scenario”? Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election Resultshow to calculate the output shape of conv2d_transpose?Find-out abnormal behavior over the timeGAN - why doesn't the generator nullify the noise input?Can a GAN-like architecture be used for maximizing the value of a regression predictor?How can both generator and discriminator losses decrease?How to find out bad images?Can a Conditional GAN be used for a regression task, where the condition can take any continuous value?Where can I find an implementation of an Unsupervised Neural Network?What does E mean in the GAN equation?(Almost) linearely separable dataset, where can I find one?

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Where can I find out about the “Helvetica scenario”?



Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election Resultshow to calculate the output shape of conv2d_transpose?Find-out abnormal behavior over the timeGAN - why doesn't the generator nullify the noise input?Can a GAN-like architecture be used for maximizing the value of a regression predictor?How can both generator and discriminator losses decrease?How to find out bad images?Can a Conditional GAN be used for a regression task, where the condition can take any continuous value?Where can I find an implementation of an Unsupervised Neural Network?What does E mean in the GAN equation?(Almost) linearely separable dataset, where can I find one?










0












$begingroup$


From the paper introducing GANs:



A paragraph mentioning the Helvetica scenario



It makes sense that collapsing too many $vecz$-values to a single $vecx$-value will cause problems. However, I was a bit confused as to how training $G$ for a shorter amount of time before running $D$ can fix it. But when I googled "Helvetica scenario", all I could find were references to a parody show called Look Around You.



Since it seems like this is an actual thing, not just a parody—where can I find out more about it, and how it can be prevented? And why is it called "the Helvetica scenario"?










share|improve this question







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    0












    $begingroup$


    From the paper introducing GANs:



    A paragraph mentioning the Helvetica scenario



    It makes sense that collapsing too many $vecz$-values to a single $vecx$-value will cause problems. However, I was a bit confused as to how training $G$ for a shorter amount of time before running $D$ can fix it. But when I googled "Helvetica scenario", all I could find were references to a parody show called Look Around You.



    Since it seems like this is an actual thing, not just a parody—where can I find out more about it, and how it can be prevented? And why is it called "the Helvetica scenario"?










    share|improve this question







    New contributor




    Draconis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$














      0












      0








      0





      $begingroup$


      From the paper introducing GANs:



      A paragraph mentioning the Helvetica scenario



      It makes sense that collapsing too many $vecz$-values to a single $vecx$-value will cause problems. However, I was a bit confused as to how training $G$ for a shorter amount of time before running $D$ can fix it. But when I googled "Helvetica scenario", all I could find were references to a parody show called Look Around You.



      Since it seems like this is an actual thing, not just a parody—where can I find out more about it, and how it can be prevented? And why is it called "the Helvetica scenario"?










      share|improve this question







      New contributor




      Draconis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      From the paper introducing GANs:



      A paragraph mentioning the Helvetica scenario



      It makes sense that collapsing too many $vecz$-values to a single $vecx$-value will cause problems. However, I was a bit confused as to how training $G$ for a shorter amount of time before running $D$ can fix it. But when I googled "Helvetica scenario", all I could find were references to a parody show called Look Around You.



      Since it seems like this is an actual thing, not just a parody—where can I find out more about it, and how it can be prevented? And why is it called "the Helvetica scenario"?







      machine-learning neural-network gan generative-models






      share|improve this question







      New contributor




      Draconis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











      share|improve this question







      New contributor




      Draconis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      asked 10 mins ago









      DraconisDraconis

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      Draconis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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