Meta-Learning

Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025 Meta Label Correction with Generalization Regularizer IJCAI 2025 Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025 Meta-Learning for Adaptive Control with Automated Mirror Descent L4DC 2025 Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025 Meta-learning from Heterogeneous Tensors for Few-shot Tensor Completion AISTATS 2025 Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025 Meta-learning Task-specific Regularization Weights for Few-shot Linear Regression AISTATS 2025 MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition EMNLP 2025 MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance AAAI 2025 Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages EMNLP 2025 MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025 MetaVIn: Meteorological and Visual Integration for Atmospheric Turbulence Strength Estimation WACV 2025 MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025 Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace ICLR 2025 Mixtures of In-Context Learners ACL 2025 MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025 PABBO: Preferential Amortized Black-Box Optimization ICLR 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025 Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning AAAI 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 Privacy in Metalearning and Multitask Learning: Modeling and Separations AISTATS 2025