fast adaptation

LoFA: Learning to Predict Personalized Prior for Fast Adaptation of Visual Generative Models CVPR 2026 Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024 Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NeurIPS 2024 Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023 MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023 Multi-Domain Generalized Graph Meta Learning AAAI 2023 A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022 Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CoRL 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation ICML 2021 Fast And Slow Learning Of Recurrent Independent Mechanisms ICLR 2021 Meta-Learning with Neural Tangent Kernels ICLR 2021 Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021 Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020 Graph Meta Learning via Local Subgraphs NeurIPS 2020 Learning Fast Adaptation on Cross-Accented Speech Recognition Interspeech 2020 Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning NeurIPS 2020 Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020 Efficient Meta Learning via Minibatch Proximal Update NeurIPS 2019 Experience-Embedded Visual Foresight CoRL 2019 MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019 Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NeurIPS 2019 Meta-Reinforcement Learning of Structured Exploration Strategies NeurIPS 2018 Reinforcement Learning of Phase Oscillators for Fast Adaptation to Moving Targets CoRL 2018 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML 2017