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Meta-Learning

722 directly classified papers

Papers per year

Papers

Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020
Learning Meta Face Recognition in Unseen Domains CVPR 2020
Learning to Learn Single Domain Generalization CVPR 2020
MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation CVPR 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020
MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment CVPR 2020
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
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
How the Duration of the Learning Period Affects the Performance of Random Gradient Selection Hyper-Heuristics AAAI 2020
Learning Query Inseparable εℒℋ Ontologies AAAI 2020
Meta-Learning PAC-Bayes Priors in Model Averaging AAAI 2020
M-NAS: Meta Neural Architecture Search AAAI 2020
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing AAAI 2020
Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation AAAI 2020
When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) AAAI 2020
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Training Noise-Robust Deep Neural Networks via Meta-Learning CVPR 2020
DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020