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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

Low-Resource Multilingual and Zero-Shot Multispeaker TTS AACL 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022
A Flexible Meta Learning Model for Image Registration MIDL 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NIPS 2022
Few-Shot Fast-Adaptive Anomaly Detection NIPS 2022
Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022
Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning ICML 2022
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NIPS 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
Model-Free Opponent Shaping ICML 2022
MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks NIPS 2022
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NIPS 2022
Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022
Enhanced Bilevel Optimization via Bregman Distance NIPS 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NIPS 2022
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NIPS 2022
Crowdsourcing with Meta-Knowledge Transfer (Student Abstract) AAAI 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