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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Learning to Generate Structured Meshes with In-Context: Toward Generalization in Mesh Generation AAAI 2026

MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios AAAI 2026

Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts AAAI 2026

Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026

DA-DFGAS:Differentiable Federated Graph Neural Architecture Search with Distribution-Aware Attentive Aggregation AAAI 2026

Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation AAAI 2026

Multi-Objective Bilevel Learning AAAI 2026

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference AAAI 2026

CoRE-Learning with Look-Ahead and Immediate Resource Allocation AAAI 2026

Offline Meta-Reinforcement Learning with Flow-Based Task Inference and Adaptive Correction of Feature Overgeneralization AAAI 2026

Discovering Mixture Skills for Unsupervised Reinforcement Learning AAAI 2026

Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation AAAI 2026

Towards Robust Edge Model Adaptation via Elastic Architecture Search AAAI 2026

CATAL: Causally Disentangled Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2026

Random Amalgamation of Adapters for Flatter Loss Landscapes: Towards Class-Incremental Learning with Better Stability AAAI 2026

Reasoning Shapes Alignment: Investigating Cultural Alignment in Large Reasoning Models with Cultural Norms AAAI 2026

Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026

Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026

Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026

Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026

LeanTutor: Towards a Verified AI Mathematical Proof Tutor AAAI 2026

MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning AAAI 2026

Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving AAAI 2026

Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices AAAI 2026

Teaching Small Language Models to Learn Logic through Meta-Learning EACL 2026