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Meta-Learning

1,529 papers

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Papers

Personalizing Dialogue Agents via Meta-Learning ACL 2019
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019
A New Multi-choice Reading Comprehension Dataset for Curriculum Learning ACML 2019
Bayesian Learning of Neural Network Architectures AISTATS 2019
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019
Truncated Back-propagation for Bilevel Optimization AISTATS 2019
Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019
Meta-Transfer Learning for Few-Shot Learning CVPR 2019
Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning CVPR 2019
Actively Seeking and Learning From Live Data CVPR 2019
Zero-Shot Task Transfer CVPR 2019
RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019
Instance-Level Meta Normalization CVPR 2019
Few-Shot Learning With Localization in Realistic Settings CVPR 2019
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
Image Deformation Meta-Networks for One-Shot Learning CVPR 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Task Agnostic Meta-Learning for Few-Shot Learning CVPR 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP 2019