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Meta-Learning

218 directly classified papers

Papers per year

Papers

Graph Meta Learning via Local Subgraphs NIPS 2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes NIPS 2020
Make One-Shot Video Object Segmentation Efficient Again NIPS 2020
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NIPS 2020
Look-ahead Meta Learning for Continual Learning NIPS 2020
MATE: Plugging in Model Awareness to Task Embedding for Meta Learning NIPS 2020
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NIPS 2020
Learning to Mutate with Hypergradient Guided Population NIPS 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning AAAI 2020
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020
SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Feature Deformation Meta-Networks in Image Captioning of Novel Objects AAAI 2020
MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020
M-NAS: Meta Neural Architecture Search AAAI 2020
Learning to Learn Cropping Models for Different Aspect Ratio Requirements CVPR 2020
Incremental Few-Shot Object Detection CVPR 2020
Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020
MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment CVPR 2020
Learning to Learn Single Domain Generalization CVPR 2020
Learning Meta Face Recognition in Unseen Domains CVPR 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020