← Learning Paradigms
Machine Learning › Learning Paradigms ›

Meta-Learning

722 directly classified papers

Papers per year

Papers

Meta-Causal Learning for Single Domain Generalization CVPR 2023
Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages EMNLP 2023
System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023
One-Shot and Few-Shot Exemplification Modeling EMNLP 2023
SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation AAAI 2023
Diversity-Aware Meta Visual Prompting CVPR 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023
Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023
Improving Language Plasticity via Pretraining with Active Forgetting NIPS 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023
Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023
Combining Adversaries with Anti-adversaries in Training AAAI 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023
Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023
Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023
In-Context Learning Creates Task Vectors EMNLP 2023
Domain-General Crowd Counting in Unseen Scenarios AAAI 2023
Meta-Learning for Simple Regret Minimization AAAI 2023