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Meta-Learning Resources
2020-11-29
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)