Meta-Learning

Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020 Lifelong Zero-Shot Learning IJCAI 2020 Look-ahead Meta Learning for Continual Learning NeurIPS 2020 Loss Function Search for Face Recognition ICML 2020 Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020 Marthe: Scheduling the Learning Rate Via Online Hypergradients IJCAI 2020 MATE: Plugging in Model Awareness to Task Embedding for Meta Learning NeurIPS 2020 MELD: Meta-Reinforcement Learning from Images via Latent State Models CoRL 2020 Meta-Amortized Variational Inference and Learning AAAI 2020 Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation AAAI 2020 Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples ICLR 2020 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation CVPR 2020 Meta-Gradient Reinforcement Learning with an Objective Discovered Online NeurIPS 2020 Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING 2020 MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020 Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization ICLR 2020 Meta-learning curiosity algorithms ICLR 2020 Meta-Learning Deep Energy-Based Memory Models ICLR 2020 Meta-Learning for Few-Shot NMT Adaptation ACL 2020 Meta-learning for Mixed Linear Regression ICML 2020 Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs Interspeech 2020 Meta-Learning for Speech Emotion Recognition Considering Ambiguity of Emotion Labels Interspeech 2020 Meta-learning from Tasks with Heterogeneous Attribute Spaces NeurIPS 2020 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020