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Meta-Learning

1524 directly classified papers

Papers per year

Papers

A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples INTERSPEECH 2021
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021
Few-Shot One-Class Classification via Meta-Learning AAAI 2021
LRSC: Learning Representations for Subspace Clustering AAAI 2021
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021
One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021
Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification CVPR 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021
Improving Generalization in Meta-learning via Task Augmentation ICML 2021
Addressing Catastrophic Forgetting in Few-Shot Problems ICML 2021
Discovering Generalizable Skills via Automated Generation of Diverse Tasks RSS 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
Meta-Learning to Compositionally Generalize IJCNLP 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation IJCNLP 2021
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021
mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021
AutoBandit: A Meta Bandit Online Learning System IJCAI 2021
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs IJCAI 2021