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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Personalizing Dialogue Agents via Meta-Learning ACL 2019
Task2Vec: Task Embedding for Meta-Learning ICCV 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP 2019
HMEAE: Hierarchical Modular Event Argument Extraction IJCNLP 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion IJCNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Provable Guarantees for Gradient-Based Meta-Learning ICML 2019
Online Meta-Learning ICML 2019
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CORL 2019
MAME : Model-Agnostic Meta-Exploration CORL 2019
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ICCV 2019
Meta-Learning to Detect Rare Objects ICCV 2019
Playgol: Learning Programs Through Play IJCAI 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Simultaneous Detection and Localization of a Wake-Up Word Using Multi-Task Learning of the Duration and Endpoint INTERSPEECH 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019
Recursive Routing Networks: Learning to Compose Modules for Language Understanding NAACL 2019
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages NAACL 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
A Meta-Learning Approach for Custom Model Training AAAI 2019
Meta Learning for Image Captioning AAAI 2019
Reinforced Continual Learning NIPS 2018
The Importance of Sampling inMeta-Reinforcement Learning NIPS 2018
Bayesian Model-Agnostic Meta-Learning NIPS 2018
Data-Efficient Hierarchical Reinforcement Learning NIPS 2018