Welcome to Week 3

video-placeholder
Loading...
Visualizar o programa do curso

Habilidades que você aprenderá

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

Avaliações

4.7 (1,431 classificações)

  • 5 stars
    80,15%
  • 4 stars
    14,53%
  • 3 stars
    3,49%
  • 2 stars
    0,97%
  • 1 star
    0,83%

DP

6 de Out de 2020

Filled StarFilled StarFilled StarFilled StarFilled Star

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.

SC

19 de Out de 2020

Filled StarFilled StarFilled StarFilled StarFilled Star

Excellent introduction to Generative Adversarial Networks (GANs). The course is easy to follow, and the assignments are challenging. Thanks for the great learning opportunity.

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

  • Placeholder

    Sharon Zhou

    Instructor

  • Placeholder

    Eda Zhou

    Curriculum Developer

  • Placeholder

    Eric Zelikman

    Curriculum Engineer

Explore nosso catálogo

Registre-se gratuitamente e obtenha recomendações, atualizações e ofertas personalizadas.