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Meta-Learning

357 directly classified papers

Papers per year

Papers

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning ACL 2023
Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation ACL 2023
Cross-Modality Feature Fusion Network for Few-Shot 3D Point Cloud Classification WACV 2023
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-Shot Video Classification WACV 2023
Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single ICML 2023
Train Hard, Fight Easy: Robust Meta Reinforcement Learning NIPS 2023
Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NIPS 2023
Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions INTERSPEECH 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
Transfer Learning with Gaussian Processes for Bayesian Optimization AISTATS 2022
Loss Function Learning for Domain Generalization by Implicit Gradient ICML 2022
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SEMEVAL 2022
Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition INTERSPEECH 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching NIPS 2022
MetaICL: Learning to Learn In Context NAACL 2022
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022
AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms AAAI 2022
Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022
Persian Natural Language Inference: A Meta-learning Approach COLING 2022