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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NIPS 2023
Evolving Connectivity for Recurrent Spiking Neural Networks NIPS 2023
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023
Exploring Example Influence in Continual Learning NIPS 2022
Meta-Learning Dynamics Forecasting Using Task Inference NIPS 2022
Rapid Model Architecture Adaption for Meta-Learning NIPS 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning NIPS 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022
Towards Few-Shot Identification of Morality Frames using In-Context Learning EMNLP 2022
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022
You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers NIPS 2022
Prompt-Based Meta-Learning For Few-shot Text Classification EMNLP 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022