Learning Paradigms

Metalearning Linear Bandits by Prior Update AISTATS 2022 Meta Learning MDPs with linear transition models AISTATS 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 Meta-learning via Language Model In-context Tuning ACL 2022 Meta-Learning with Fewer Tasks through Task Interpolation ICLR 2022 Meta-Learning with Self-Improving Momentum Target NeurIPS 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022 MetaPrompting: Learning to Learn Better Prompts COLING 2022 Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022 Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NeurIPS 2022 MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022 MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022 Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022 Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022 MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification NAACL 2022 Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022 Model AI Assignments 2022 AAAI 2022 Modeling Human Exploration Through Resource-Rational Reinforcement Learning NeurIPS 2022 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022 Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging NeurIPS 2022 Multi-agent Dynamic Algorithm Configuration NeurIPS 2022 Multidimensional Belief Quantification for Label-Efficient Meta-Learning CVPR 2022 Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022