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Meta-Learning

1524 directly classified papers

Papers per year

Papers

STRIDE: Single-Video Based Temporally Continuous Occlusion-Robust 3D Pose Estimation WACV 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
Improving Generalization in Meta-Learning via Meta-Gradient Augmentation IJCAI 2025
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025
In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025
World Models with Hints of Large Language Models for Goal Achieving NAACL 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025
Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction EMNLP 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
MPO: Boosting LLM Agents with Meta Plan Optimization EMNLP 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025
UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025
Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms AAAI 2025
A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025