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Meta-Learning

222 papers

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Papers

Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020
Incremental Few-Shot Object Detection CVPR 2020
Learning to Learn Cropping Models for Different Aspect Ratio Requirements CVPR 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Metalearned Neural Memory NIPS 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning NIPS 2019
Adaptive Cross-Modal Few-shot Learning NIPS 2019
Learning to Optimize in Swarms NIPS 2019
Adaptive Gradient-Based Meta-Learning Methods NIPS 2019
Compositional generalization through meta sequence-to-sequence learning NIPS 2019
Meta-Learning Representations for Continual Learning NIPS 2019
Meta Learning for Image Captioning AAAI 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
Domain Adaptive Dialog Generation via Meta Learning ACL 2019
Learning How to Active Learn by Dreaming ACL 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019
Personalizing Dialogue Agents via Meta-Learning ACL 2019
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019
Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution CVPR 2019