Meta-Learning

AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Metalearned Neural Circuit for Nonparametric Bayesian Inference NeurIPS 2024 Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024 Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World CVPR 2024 Cooperative Meta-Learning with Gradient Augmentation UAI 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024 Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network ICLR 2024 Learning to Learn Better Visual Prompts AAAI 2024 Mayfly: a Neural Data Structure for Graph Stream Summarization ICLR 2024 Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NeurIPS 2024 Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation WACV 2024 Meta-Point Learning and Refining for Category-Agnostic Pose Estimation CVPR 2024 MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024 MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024 On task-relevant loss functions in meta-reinforcement learning L4DC 2024 Self-Supervised Representation Learning with Meta Comprehensive Regularization AAAI 2024 Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning AAAI 2024 Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024 Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS 2024 VRP-SAM: SAM with Visual Reference Prompt CVPR 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage AISTATS 2024 XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NeurIPS 2024 AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023