← Keywords

model-agnostic meta-learning

66 papers

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Also known as

MAML

Co-occurring keywords

few-shot learning (3390) task adaptation (81) representation learning (6174) transfer learning (5442) gradient descent (1143) continual learning (1164) multi-task learning (2556) bilevel optimization (193) fast adaptation (22) catastrophic forgetting (939)

Papers

On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms AISTATS 2020
On the Global Optimality of Model-Agnostic Meta-Learning ICML 2020
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020
Efficient Meta Learning via Minibatch Proximal Update NIPS 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems IJCAI 2019
Personalizing Dialogue Agents via Meta-Learning ACL 2019
MAME : Model-Agnostic Meta-Exploration CORL 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NIPS 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
Fast Context Adaptation via Meta-Learning ICML 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Unsupervised Meta-Learning for Few-Shot Image Classification NIPS 2019
Meta-Learning Representations for Continual Learning NIPS 2019
Probabilistic Model-Agnostic Meta-Learning NIPS 2018
Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018