conftrace_
← Learning Paradigms
Machine Learning › Learning Paradigms ›

Meta-Learning

973 papers

Papers per year

4
1
122
89
'10
'15
'20
'25

Papers

Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation ACL 2023
What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023
Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023
Meta-learning for Robust Anomaly Detection AISTATS 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023
Nyström Method for Accurate and Scalable Implicit Differentiation AISTATS 2023
Meta-Learning with Adjoint Methods AISTATS 2023
Learning to Generalize Provably in Learning to Optimize AISTATS 2023
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
Diversity-Aware Meta Visual Prompting CVPR 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023
MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023
Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023
System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023