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Meta-Learning

218 directly classified papers

Papers per year

Papers

Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019
Evolved Policy Gradients NIPS 2018
Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018
Learning to Teach with Dynamic Loss Functions NIPS 2018
Learning to Multitask NIPS 2018
Transfer Learning with Neural AutoML NIPS 2018
Low-Shot Learning From Imaginary Data CVPR 2018
Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018
Neural Style Transfer via Meta Networks CVPR 2018
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NIPS 2018
MetaAnchor: Learning to Detect Objects with Customized Anchors NIPS 2018
Machine Theory of Mind ICML 2018
One-Shot Imitation Learning NIPS 2017
Neural Program Meta-Induction NIPS 2017
Learning to Learn with Compound HD Models NIPS 2011