| Introduction | CS 330 |
| Multi-Task Learning | CS 330Multi-Task |
| Transfer Learning | CS 330Pretraining |
| Meta-Learning Basics | CS 330Meta-Learning Methods |
| Black Box Meta-Learning | CS 330Meta-Learning Methods |
| Optimization-Based Meta-Learning | CS 330Meta-Learning Methods |
| Non-parametric Meta Learning | CS 330Meta-Learning Methods |
| Which one to use? | CS 330Meta-Learning Methods |
| Contrastive Learning | CS 330Pretraining |
| Reconstruction Methods | CS 330Pretraining |
| Advanced Metalearning | CS 330Meta-Learning Methods |
| Scaling Up | CS 330Meta-Learning Methods |
| Bayesian Meta-Learning | BayesianCS 330 |
| Domain Adaptation | AdvancedCS 330 |
| Domain Generalization | AdvancedCS 330 |
| Lifelong Learning | AdvancedCS 330 |
| Understanding Transfer Learning & Limits | AdvancedCS 330Pretraining |
| Frontiers and Open Problems | AdvancedCS 330 |
| Advanced In-Context Learning | AdvancedCS 330 |