gradient-based meta-learning

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NeurIPS 2024 Generalizable Neural Fields as Partially Observed Neural Processes ICCV 2023 Continuous-Time Meta-Learning with Forward Mode Differentiation ICLR 2022 Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022 MAML and ANIL Provably Learn Representations ICML 2022 Meta-Learning with Fewer Tasks through Task Interpolation ICLR 2022 Online Hyperparameter Meta-Learning with Hypergradient Distillation ICLR 2022 Understanding Benign Overfitting in Gradient-Based Meta Learning NeurIPS 2022 A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning ICCV 2021 Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation ICML 2021 Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability NeurIPS 2021 Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 MetaSDF: Meta-Learning Signed Distance Functions NeurIPS 2020 Hierarchically Structured Meta-learning ICML 2019 Bayesian Model-Agnostic Meta-Learning NeurIPS 2018