Meta-Learning

DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NeurIPS 2022 Discovered Policy Optimisation NeurIPS 2022 Distributionally Adaptive Meta Reinforcement Learning NeurIPS 2022 Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? COLING 2022 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NeurIPS 2022 DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022 Dynamic Domain Generalization IJCAI 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 Efficient and Modular Implicit Differentiation NeurIPS 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NeurIPS 2022 Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022 Efficient Variance Reduction for Meta-learning ICML 2022 Enhanced Bilevel Optimization via Bregman Distance NeurIPS 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Exploring Example Influence in Continual Learning NeurIPS 2022 FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022 Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022 Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning ICML 2022 Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022 Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms NeurIPS 2022 Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition Interspeech 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022