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Meta-Learning

722 directly classified papers

Papers per year

Papers

Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CORL 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations IJCNLP 2019
Task2Vec: Task Embedding for Meta-Learning ICCV 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ICCV 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ICCV 2019
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019
Efficient Meta Learning via Minibatch Proximal Update NIPS 2019
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization ICML 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search ICML 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification NIPS 2019
Online-Within-Online Meta-Learning NIPS 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NIPS 2019
Meta Architecture Search NIPS 2019
Induction Networks for Few-Shot Text Classification EMNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019
Unsupervised Meta-Learning for Few-Shot Image Classification NIPS 2019
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection NAACL 2019
MAME : Model-Agnostic Meta-Exploration CORL 2019
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NIPS 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Trainable Undersampling for Class-Imbalance Learning AAAI 2019
Unsupervised Meta-Learning of Figure-Ground Segmentation via Imitating Visual Effects AAAI 2019
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019