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Meta-Learning

218 directly classified papers

Papers per year

Papers

Improving Language Plasticity via Pretraining with Active Forgetting NIPS 2023
L2T-DLN: Learning to Teach with Dynamic Loss Network NIPS 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars NIPS 2023
Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023
Learning to Learn Better for Video Object Segmentation AAAI 2023
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning AAAI 2023
CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023
Making Scalable Meta Learning Practical NIPS 2023
ExPT: Synthetic Pretraining for Few-Shot Experimental Design NIPS 2023
Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract) AAAI 2022
Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
Active Example Selection for In-Context Learning EMNLP 2022