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Meta-Learning

1,529 papers

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Papers

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
Learning In-context Learning for Named Entity Recognition ACL 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023
Robustness of Learning from Task Instructions ACL 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction ACL 2023
Kb at SemEval-2023 Task 3: On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection ACL 2023
Equilibrium Point Learning ACML 2023
Meta-forests: Domain generalization on random forests with meta-learning ACML 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023
Mixed-Effect Thompson Sampling AISTATS 2023
Nyström Method for Accurate and Scalable Implicit Differentiation AISTATS 2023
Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023
Meta-Learning with Adjoint Methods AISTATS 2023
Provable Hierarchy-Based Meta-Reinforcement Learning AISTATS 2023
Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws AISTATS 2023
Adversarial Online Multi-Task Reinforcement Learning ALT 2023
A Meta-Reinforcement Learning Algorithm for Causal Discovery CLEAR 2023
Meta Compositional Referring Expression Segmentation CVPR 2023
PA&DA: Jointly Sampling Path and Data for Consistent NAS CVPR 2023
Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023
MetaViewer: Towards a Unified Multi-View Representation CVPR 2023