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Meta-Learning

973 papers

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Papers

Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020
Federated Meta-Learning for Fraudulent Credit Card Detection IJCAI 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification INTERSPEECH 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020
One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech INTERSPEECH 2020
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs INTERSPEECH 2020
Domain-Invariant Speaker Vector Projection by Model-Agnostic Meta-Learning INTERSPEECH 2020
Universal Speech Transformer INTERSPEECH 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020
Few-Shot Learning of Video Action Recognition Only Based on Video Contents WACV 2020
Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification WACV 2020
Cross Attention Network for Few-shot Classification NIPS 2019
Discovery of Useful Questions as Auxiliary Tasks NIPS 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NIPS 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Sample Efficient Active Learning of Causal Trees NIPS 2019
Learning to Learn By Self-Critique NIPS 2019
Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Gradient Estimators for Reinforcement Learning NIPS 2019
Meta Learning with Relational Information for Short Sequences NIPS 2019
Efficient Meta Learning via Minibatch Proximal Update NIPS 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