Meta-Learning

Generalizable Neural Fields as Partially Observed Neural Processes ICCV 2023 Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023 GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NeurIPS 2023 Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping AAAI 2023 Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023 Gradual Language Model Adaptation Using Fine-Grained Typology EACL 2023 Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs ICLR 2023 Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning NeurIPS 2023 Hierarchical Multi-Agent Skill Discovery NeurIPS 2023 Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion ICLR 2023 HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Embeddings ICLR 2023 Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023 Hybrid RL: Using both offline and online data can make RL efficient ICLR 2023 Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach NeurIPS 2023 Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations ICLR 2023 Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NeurIPS 2023 Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023 HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023 Importance-aware Co-teaching for Offline Model-based Optimization NeurIPS 2023 Im-Promptu: In-Context Composition from Image Prompts NeurIPS 2023 Improving Generalization of Meta-Learning With Inverted Regularization at Inner-Level CVPR 2023 In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023 Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NeurIPS 2023 Jana: Jointly amortized neural approximation of complex Bayesian models UAI 2023