Domain Adaptation with Invariant Representation Learning - What Transformations to Learn?

Domain Adaptation with Invariant Representation Learning - What Transformations to Learn?

Stanford MedAI via YouTube Direct link

optimization

9 of 14

9 of 14

optimization

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Domain Adaptation with Invariant Representation Learning - What Transformations to Learn?

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Introduction
  2. 2 Motivation
  3. 3 Why dont they work
  4. 4 Conditional Target Shift
  5. 5 Neural Network Setup
  6. 6 Minimize Jenkins Shannon Divergence
  7. 7 adversarial training
  8. 8 translation
  9. 9 optimization
  10. 10 Contrastive training
  11. 11 Simulation
  12. 12 Datasets
  13. 13 Results
  14. 14 Future work

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.