 ImitAL: Learned Active Learning Strategy on Synthetic DataIFIP Working Conference on Database Semantics (IWDS), 2022 |
 On Provably Robust Meta-Bayesian OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2022 |
 Active Learning of Quantum System Hamiltonians yields Query AdvantagePhysical Review Research (Phys. Rev. Res.), 2021 |
 How to Train Your MAML to Excel in Few-Shot ClassificationInternational Conference on Learning Representations (ICLR), 2021 Han-Jia Ye Wei-Lun Chao |
 From Weakly Supervised Learning to Biquality Learning: an IntroductionIEEE International Joint Conference on Neural Network (IJCNN), 2020 |
 Meta-active Learning in Probabilistically-Safe OptimizationIEEE Robotics and Automation Letters (RA-L), 2020 |
 Meta-Learning in Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Reinforced active learning for image segmentationInternational Conference on Learning Representations (ICLR), 2020 |
 Dynamic Face Video Segmentation via Reinforcement LearningComputer Vision and Pattern Recognition (CVPR), 2019 |
 Deep Active Learning with Adaptive AcquisitionInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 |
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