Meta-Learning

Multi-Domain Generalized Graph Meta Learning AAAI 2023 Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023 Noisy Correspondence Learning With Meta Similarity Correction CVPR 2023 Nyström Method for Accurate and Scalable Implicit Differentiation AISTATS 2023 Offline Meta Reinforcement Learning with In-Distribution Online Adaptation ICML 2023 One-Shot and Few-Shot Exemplification Modeling EMNLP 2023 One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023 Online Control for Meta-optimization NeurIPS 2023 Online Prototype Alignment for Few-shot Policy Transfer ICML 2023 On Penalty-based Bilevel Gradient Descent Method ICML 2023 On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023 Optimistic Meta-Gradients NeurIPS 2023 Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ICML 2023 Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NeurIPS 2023 Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023 ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion NeurIPS 2023 PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NeurIPS 2023 RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023 Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers IJCAI 2023 Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification NeurIPS 2023 Scalable Bayesian Meta-Learning through Generalized Implicit Gradients AAAI 2023 Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning ICML 2023 Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023