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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

Introduction

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1 of 14

Introduction

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

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  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

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