Meta-Learning

MARS: Meta-learning as Score Matching in the Function Space ICLR 2023 MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation NeurIPS 2023 MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models CVPR 2023 Memory-Based Meta-Learning on Non-Stationary Distributions ICML 2023 Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning JMLR 2023 Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning NeurIPS 2023 MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation ICCV 2023 MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning NeurIPS 2023 Meta Compositional Referring Expression Segmentation CVPR 2023 MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL ICML 2023 Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions Interspeech 2023 Meta-forests: Domain generalization on random forests with meta-learning ACML 2023 MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection CVPR 2023 MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning ICLR 2023 Meta-in-context learning in large language models NeurIPS 2023 Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction ICLR 2023 Meta-learning Control Variates: Variance Reduction with Limited Data UAI 2023 Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference NeurIPS 2023 Meta-Learning for Adaptation of Deep Optical Flow Networks WACV 2023 Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection AutoML 2023 Meta-Learning for Simple Regret Minimization AAAI 2023 Meta Learning in Decentralized Neural Networks: Towards More General AI AAAI 2023 Meta-Learning in Games ICLR 2023 Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023 Meta-Learning Online Adaptation of Language Models EMNLP 2023