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Meta-Learning

722 directly classified papers

Papers per year

Papers

Test-Time Adaptation for Video Highlight Detection Using Meta-Auxiliary Learning and Cross-Modality Hallucinations WACV 2026
SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026
AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical Revisiting AAAI 2026
High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs AAAI 2026
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025
MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition EMNLP 2025
Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025
Mixtures of In-Context Learners ACL 2025
Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025
Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition ICCV 2025
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains EMNLP 2025
Rapid Word Learning Through Meta In-Context Learning EMNLP 2025
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning EMNLP 2025
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025
Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025
Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025
Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation ICCV 2025
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy ICCV 2025