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Meta-Learning

1,529 papers

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Papers

XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage AISTATS 2024
Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation COLING 2024
Few-Shot Learning for Cold-Start Recommendation COLING 2024
Few-shot Link Prediction on Hyper-relational Facts COLING 2024
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024
SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis COLING 2024
Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024
Metalearning with Very Few Samples Per Task COLT 2024
Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CONLL 2024
FREE: Faster and Better Data-Free Meta-Learning CVPR 2024
MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024
Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024
Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory CVPR 2024
Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024
Prompt Learning via Meta-Regularization CVPR 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos CVPR 2024
Harnessing Meta-Learning for Improving Full-Frame Video Stabilization CVPR 2024
Improving Generalization via Meta-Learning on Hard Samples CVPR 2024
“Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024