Transfer Learning Larochelle

Transfer Learning Larochelle

Association for Computing Machinery (ACM) via YouTube Direct link

UNIVERSAL REPRESENTATIONS

9 of 12

9 of 12

UNIVERSAL REPRESENTATIONS

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Transfer Learning Larochelle

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

  1. 1 Intro
  2. 2 WHYTRANSFER LEARNING • Deep leaming successes have required a lot of labeled training data
  3. 3 FEW-SHOT LEARNING
  4. 4 MODERN TRANSFER LEARNING: FINE-TUNING
  5. 5 LEARNING PROBLEM STATEMENT
  6. 6 PROTOTYPICAL NETWORKS
  7. 7 MODEL-AGNOSTIC META-LEARNING • Training a 'fine-tuning procedure
  8. 8 EVALUATION: META-DATASET
  9. 9 UNIVERSAL REPRESENTATIONS
  10. 10 UNIVERSAL REPRESENTATION TRANSFORMER
  11. 11 RESULTS
  12. 12 REMAINING CHALLENGES

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.