CapsuleGAN-presentation

my presentation on CapsuleGAN: Generative Adversarial Capsule Network for Deep Learning Seminar

Slides

slides available at SlideShare

Sources

• original papers by the authors
  • Transforming Auto-encoders
  • Dynamic Routing Between Capsules
  • Matrix capsules with EM routing
• Capsule Networks (CapsNets) – Tutorial
  • video
  • slides
  • post
• Geoffrey Hinton talk "What is wrong with convolutional neural nets ?"
• Understanding Hinton’s Capsule Networks.
  • Part I: Intuition.
  • Part II: How Capsules Work.
  • Part III: Dynamic Routing Between Capsules.
  • Part IV: CapsNet Architecture
• Understanding Matrix capsules with EM Routing (Based on Hinton's Capsule Networks)
• Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I
• naturomics/CapsNet-Tensorflow
• Cortical memory
• Capsule Network Performance on Complex Data
• CapsuleGAN
  • CapsuleGAN: Generative Adversarial Capsule Network