Hands-On Meta Learning
with Python
with Python
Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
BIRMINGHAM - MUMBAI
- Title Page
- Copyright and Credits
- Dedication
- About Packt
- Contributors
- Preface
- Introduction to Meta Learning
- Face and Audio Recognition Using Siamese Networks
- Prototypical Networks and Their Variants
- Relation and Matching Networks Using TensorFlow
- Memory-Augmented Neural Networks
- MAML and Its Variants
- Meta-SGD and Reptile
- Gradient Agreement as an Optimization Objective
- Recent Advancements and Next Steps
- Assessments
- Chapter 1: Introduction to Meta Learning
- Chapter 2: Face and Audio Recognition Using Siamese Networks
- Chapter 3: Prototypical Networks and Their Variants
- Chapter 4: Relation and Matching Networks Using TensorFlow
- Chapter 5: Memory-Augmented Neural Networks
- Chapter 6: MAML and Its Variants
- Chapter 7: Meta-SGD and Reptile Algorithms
- Chapter 8: Gradient Agreement as an Optimization Objective
- Chapter 9: Recent Advancements and Next Steps
- Other Books You May Enjoy
-
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click here login for view all page.