Meta-Learning

Learning to accelerate distributed ADMM using graph neural networks L4DC 2026 MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields MIDL 2026 Meta-Learning In-Context Enables Training-Free Cross Subject Brain Decoding CVPR 2026 Object-Generalized Re-Identification: A Step Towards Universal Instance Perception CVPR 2026 Reading As Humans: Unified Negation Detection via Cascade Linear Attention Network with Model-Agnostic Meta-Learning UAI 2026 SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation ACL 2026 Task-Conditioned 3D U-Nets via Hypernetworks for Data-Scarce Medical Segmentation MIDL 2026 To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples ACL 2026 A Dynamic Penalization Framework for Online Rank-1 Semidefinite Programming Relaxations L4DC 2025 Amortized Probabilistic Conditioning for Optimization, Simulation and Inference AISTATS 2025 ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025 HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025 LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs CVPR 2025 Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025 Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025 Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning Interspeech 2025 MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025 Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025 Privacy-Preserving Neural Processes for Probabilistic User Modeling UAI 2025 qNBO: quasi-Newton Meets Bilevel Optimization ICLR 2025 Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025 Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025 Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025 AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024