meta learning

152 papers

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Also known as

METAGRAD MPT ML MAML LAML

Co-occurring keywords

few-shot learning (3390) transfer learning (5442) domain adaptation (4578) reinforcement learning (4122) model compression (3283) representation learning (6174) multi-task learning (2556) bi-level optimization (148) zero-shot learning (3637) variational inference (2069)

Papers

Meta-GAIN for Missing Data Imputation AAAI 2026

Meta Label Correction with Generalization Regularizer IJCAI 2025

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025

A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025

Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning AAAI 2025

Mixture of Online and Offline Experts for Non-Stationary Time Series AAAI 2025

Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts ICCV 2025

Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling AAAI 2025

Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation COLING 2024

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL 2024

Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World CVPR 2024

Meta Learning in Bandits within shared affine Subspaces AISTATS 2024

PLAES: Prompt-generalized and Level-aware Learning Framework for Cross-prompt Automated Essay Scoring COLING 2024

Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024

Any-Way Meta Learning AAAI 2024

Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NIPS 2024

Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows IJCAI 2024

Meta Learning Text-to-Speech Synthesis in over 7000 Languages INTERSPEECH 2024

Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NIPS 2024

Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024

Diversity-Aware Meta Visual Prompting CVPR 2023

System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023

Meta Compositional Referring Expression Segmentation CVPR 2023

Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023

FedSysID: A Federated Approach to Sample-Efficient System Identification L4DC 2023