Meta-Learning

Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NeurIPS 2022 Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities ICLR 2022 Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems NeurIPS 2022 Learning Logic Programs Though Divide, Constrain, and Conquer AAAI 2022 Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022 Learning Tensor Representations for Meta-Learning AISTATS 2022 Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022 Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022 Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022 Learning to Learn Transferable Attack AAAI 2022 Learning to Schedule Learning rate with Graph Neural Networks ICLR 2022 Learn to Adapt for Generalized Zero-Shot Text Classification ACL 2022 Leveraging Language for Accelerated Learning of Tool Manipulation CoRL 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022 MAML and ANIL Provably Learn Representations ICML 2022 Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation NeurIPS 2022 Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning AutoML 2022 Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NeurIPS 2022 MetaASSIST: Robust Dialogue State Tracking with Meta Learning EMNLP 2022 Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022 Meta Discovery: Learning to Discover Novel Classes given Very Limited Data ICLR 2022 MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022 Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022