Completed
Optimization-Based Inference
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Flexible Neural Networks and the Frontiers of Meta-Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 How can we enable agents to learn skills in the real world?
- 3 Example: Few-Shot Image Classification
- 4 The Meta-Learning Problem: The Mechanistic View
- 5 The Meta-Learning Problem: The Probabilistic View Supervised Learning
- 6 Few-Shot Learning
- 7 Optimization-Based Inference
- 8 Leverage data with previous objects to quickly adapt to new ones?
- 9 Practical instantiation of FTML
- 10 Experiments
