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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion L4DC 2023
Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold L4DC 2023
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks NIPS 2023
Regularizing Neural Networks with Meta-Learning Generative Models NIPS 2023
HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023
Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning ICML 2023
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023
Episodic Multi-Task Learning with Heterogeneous Neural Processes NIPS 2023
Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023
Random Grid Neural Processes for Parametric Partial Differential Equations ICML 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
Contextual Stochastic Bilevel Optimization NIPS 2023
The Effect of Diversity in Meta-Learning AAAI 2023
Learning to Select Pivotal Samples for Meta Re-weighting AAAI 2023
Sample-efficient Multi-objective Molecular Optimization with GFlowNets NIPS 2023
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning NIPS 2023
Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023
KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs NIPS 2023
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NIPS 2023
Recasting Continual Learning as Sequence Modeling NIPS 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023
MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection CVPR 2023
Meta Compositional Referring Expression Segmentation CVPR 2023