Meta-Learning

MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 Meta-Neighborhoods NeurIPS 2020 MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NeurIPS 2020 MetaSDF: Meta-Learning Signed Distance Functions NeurIPS 2020 Meta-trained agents implement Bayes-optimal agents NeurIPS 2020 Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020 MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation CVPR 2020 M-NAS: Meta Neural Architecture Search AAAI 2020 Multigrid Neural Memory ICML 2020 Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020 Neural Architecture Search in A Proxy Validation Loss Landscape ICML 2020 Neural Complexity Measures NeurIPS 2020 Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020 Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NeurIPS 2020 One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech Interspeech 2020 Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020 Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020 Online Structured Meta-learning NeurIPS 2020 On the Role of Weight Sharing During Deep Option Learning AAAI 2020 Optimizing Data Usage via Differentiable Rewards ICML 2020 Optimizing Millions of Hyperparameters by Implicit Differentiation AISTATS 2020 People Do Not Just Plan,They Plan to Plan AAAI 2020 Predicting Performance for Natural Language Processing Tasks ACL 2020 Query-efficient Meta Attack to Deep Neural Networks ICLR 2020 Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020