Learning Paradigms

Meta Learning for Image Captioning AAAI 2019 Meta-Learning Improves Lifelong Relation Extraction ACL 2019 Meta-Learning Update Rules for Unsupervised Representation Learning ICLR 2019 Meta-Learning With Differentiable Convex Optimization CVPR 2019 Meta Learning with Relational Information for Short Sequences NeurIPS 2019 MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ICCV 2019 Meta-SR: A Magnification-Arbitrary Network for Super-Resolution CVPR 2019 MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019 Meta-Transfer Learning for Few-Shot Learning CVPR 2019 Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CoRL 2019 Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019 Multi-Agent Visualization for Explaining Federated Learning IJCAI 2019 Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NeurIPS 2019 Nonparametric Bayesian Aggregation for Massive Data JMLR 2019 Online-Within-Online Meta-Learning NeurIPS 2019 On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation AAAI 2019 Personalizing Dialogue Agents via Meta-Learning ACL 2019 Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ICCV 2019 Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph IJCAI 2019 Sample Efficient Active Learning of Causal Trees NeurIPS 2019 Seeded self-play for language learning EMNLP 2019 Self-Paced Contextual Reinforcement Learning CoRL 2019 Self-Paced Multi-Label Learning with Diversity ACML 2019 Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019 Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ACL 2019