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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020
Learning to Learn Cropping Models for Different Aspect Ratio Requirements CVPR 2020
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing AAAI 2020
SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020
How Should an Agent Practice? AAAI 2020
Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach NIPS 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Tracking by Instance Detection: A Meta-Learning Approach CVPR 2020
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages AAAI 2020
Meta-Learning PAC-Bayes Priors in Model Averaging AAAI 2020
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020
Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning INTERSPEECH 2020
Domain-Invariant Speaker Vector Projection by Model-Agnostic Meta-Learning INTERSPEECH 2020
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs INTERSPEECH 2020
One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech INTERSPEECH 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Submodular Meta-Learning NIPS 2020