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meta learning

199 papers

ML

Papers

Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022 Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty ICLR 2022 Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NeurIPS 2022 Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022 MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022 Model-Free Opponent Shaping ICML 2022 Online No-regret Model-Based Meta RL for Personalized Navigation L4DC 2022 OSSEM: one-shot speaker adaptive speech enhancement using meta learning Interspeech 2022 SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022 Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022 Task-level Differentially Private Meta Learning NeurIPS 2022 Task Relatedness-Based Generalization Bounds for Meta Learning ICLR 2022 Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NeurIPS 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021 Debiasing Model Updates for Improving Personalized Federated Training ICML 2021 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NeurIPS 2021 EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles SemEval 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 Fast Training of Neural Lumigraph Representations using Meta Learning NeurIPS 2021 Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021 Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks NeurIPS 2021 Information theoretic meta learning with Gaussian processes UAI 2021 Learning Fast Sample Re-Weighting Without Reward Data ICCV 2021