Meta-Learning Resources

I'll constantly post resources of meta-learning here.

[Updated on November 29, 2020: Created post.]

General

• Meta-Learning-Papers
• Awesome-Meta-Learning

Courses

• Stanford CS330 Deep Multi-Task and Meta Learning Chelsea Finn 2019

Key Papers

• Meta-Learning in Neural Networks: A Survey
• Meta-Learning: A Survey
• Generalizing from a Few Examples: A Survey on Few-Shot Learning

Blog Posts

• Learning to Learn
• Meta-Learning: Learning to Learn Fast
• Meta Reinforcement Learning
• Meta-Reinforcement Learning

Talks

• ICML 2019 Meta-Learning Tutorial - Meta-Learning: from Few-Shot Learning to Rapid Reinforcement Learning (Part I, Part II, Slides)
• Yoshua Bengio: Meta-learning (NeurIPS 2019)

Workshops

• Workshop on Meta-Learning (MetaLearn 2020)
• Workshop on Meta-Learning (MetaLearn 2019)
• Workshop on Meta-Learning (MetaLearn 2018)
• Workshop on Meta-Learning (MetaLearn 2017)