Meta-Learning

Learning Context-Sensitive Convolutional Filters for Text Processing EMNLP 2018 Learning Deep ResNet Blocks Sequentially using Boosting Theory ICML 2018 Learning to Adapt: A Meta-learning Approach for Speaker Adaptation Interspeech 2018 Learning To Learn Around A Common Mean NeurIPS 2018 Learning to Multitask NeurIPS 2018 Learning to Multi-Task by Active Sampling ICLR 2018 Learning to Teach ICLR 2018 Learning to Teach with Dynamic Loss Functions NeurIPS 2018 Learning with Latent Language NAACL 2018 Long short-term memory and Learning-to-learn in networks of spiking neurons NeurIPS 2018 LSTM Networks for Online Cross-Network Recommendations IJCAI 2018 MetaAnchor: Learning to Detect Objects with Customized Anchors NeurIPS 2018 Meta-Gradient Reinforcement Learning NeurIPS 2018 Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML 2018 Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018 Meta-Learning for Semi-Supervised Few-Shot Classification ICLR 2018 META LEARNING SHARED HIERARCHIES ICLR 2018 Meta-Reinforcement Learning of Structured Exploration Strategies NeurIPS 2018 Mix & Match Agent Curricula for Reinforcement Learning ICML 2018 Model-Based Reinforcement Learning via Meta-Policy Optimization CoRL 2018 Natural Language to Structured Query Generation via Meta-Learning NAACL 2018 Neural Architecture Search with Bayesian Optimisation and Optimal Transport NeurIPS 2018 One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning RSS 2018 Online learning over a finite action set with limited switching COLT 2018 PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits NeurIPS 2018