Meta-Learning

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 RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026 RUL-QMoE: Multiple Non-crossing Quantile Mixture-of-Experts for Probabilistic Remaining Useful Life Predictions of Varying Battery Materials AAAI 2026 Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation AAAI 2026 Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices AAAI 2026 Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026 TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing ACL 2026 Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026 Teaching Small Language Models to Learn Logic through Meta-Learning EACL 2026 Towards Robust Edge Model Adaptation via Elastic Architecture Search AAAI 2026 Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research ICLR 2025 Active Multimodal Distillation for Few-shot Action Recognition IJCAI 2025 AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025 AdaptFlow: Adaptive Workflow Optimization via Meta-Learning EMNLP 2025 Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025 Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025 Adaptive teachers for amortized samplers ICLR 2025 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 AdaptThink: Reasoning Models Can Learn When to Think EMNLP 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 AgentRefine: Enhancing Agent Generalization through Refinement Tuning ICLR 2025