Welcome to Week 3

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Habilidades que você aprenderá

Controllable Generation, WGANs, Conditional Generation, Components of GANs, DCGANs

Avaliações

4.7 (1,565 classificações)

  • 5 stars
    80,12%
  • 4 stars
    14,63%
  • 3 stars
    3,45%
  • 2 stars
    1,02%
  • 1 star
    0,76%

MS

10 de out de 2020

great course, only teaching what's needed, doesn't push you a lot in the coding assignments, as much as it requires you much more work to understand the codes and the science behind it.

DP

6 de out de 2020

Excellent course. The videos were a pleasure to watch, the assignments were clear and allowed you to go as shallow or as in depth as you desired, and the mentors were very helpful.

Na lição

Week 3: Wasserstein GANs with Gradient Penalty

Learn advanced techniques to reduce instances of GAN failure due to imbalances between the generator and discriminator! Implement a WGAN to mitigate unstable training and mode collapse using W-Loss and Lipschitz Continuity enforcement.

Ministrado por

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    Sharon Zhou

    Instructor

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    Eda Zhou

    Curriculum Developer

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    Eric Zelikman

    Curriculum Engineer

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