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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Learning to Learn Transferable Attack AAAI 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP EMNLP 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers NIPS 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
Online No-regret Model-Based Meta RL for Personalized Navigation L4DC 2022
Active Bayesian Causal Inference NIPS 2022
The Role of Deconfounding in Meta-learning ICML 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning NIPS 2022
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity IJCAI 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022
Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022
MetaASSIST: Robust Dialogue State Tracking with Meta Learning EMNLP 2022
Imitation Learning by Estimating Expertise of Demonstrators ICML 2022
Neural Contextual Bandits without Regret AISTATS 2022
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022
Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022
A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022