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meta learning

152 papers

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Also known as

METAGRAD MPT ML MAML LAML

Co-occurring keywords

few-shot learning (3390) transfer learning (5442) domain adaptation (4578) reinforcement learning (4122) model compression (3283) representation learning (6174) multi-task learning (2556) bi-level optimization (148) zero-shot learning (3637) variational inference (2069)

Papers

PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees ICML 2021
Meta Learning for Causal Direction AAAI 2021
Multi-Objective Meta Learning NIPS 2021
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NIPS 2021
Meta Learning Backpropagation And Improving It NIPS 2021
Learning Fast Sample Re-Weighting Without Reward Data ICCV 2021
Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks NIPS 2021
Learning to Purify Noisy Labels via Meta Soft Label Corrector AAAI 2021
Debiasing Model Updates for Improving Personalized Federated Training ICML 2021
Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021
Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies NIPS 2021
Learning to Reweight with Deep Interactions AAAI 2021
Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks ICCV 2021
Information theoretic meta learning with Gaussian processes UAI 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing CVPR 2021
Meta-Learning to Compositionally Generalize ACL 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles ACL 2021
Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles SEMEVAL 2021
Adaptive Nearest Neighbor Machine Translation IJCNLP 2021
Semi-supervised Relation Extraction via Incremental Meta Self-Training EMNLP 2021
Meta Module Network for Compositional Visual Reasoning WACV 2021
Meta Learning in the Continuous Time Limit AISTATS 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021