Meta-Learning

Meta Learning for Causal Direction AAAI 2021 Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation ICML 2021 Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021 Meta-Learning of Structured Task Distributions in Humans and Machines ICLR 2021 Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021 Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks NeurIPS 2021 Meta-Learning to Compositionally Generalize ACL 2021 Meta-learning to Improve Pre-training NeurIPS 2021 Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning ICCV 2021 Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021 MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021 MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021 Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data NeurIPS 2021 Neural Architecture Search without Training ICML 2021 Noether Networks: meta-learning useful conserved quantities NeurIPS 2021 Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021 On Data Efficiency of Meta-learning AISTATS 2021 On Episodes, Prototypical Networks, and Few-Shot Learning NeurIPS 2021 Online Meta-Learning via Learning with Layer-Distributed Memory NeurIPS 2021 Online Model Selection for Reinforcement Learning with Function Approximation AISTATS 2021 On sensitivity of meta-learning to support data NeurIPS 2021 Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021 OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021