Semi-Supervised Learning

Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders Interspeech 2018 A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018 A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018 A Theory of Learning with Corrupted Labels JMLR 2018 Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Bayesian Semi-supervised Learning with Graph Gaussian Processes NeurIPS 2018 Bi-Directional Neural Machine Translation with Synthetic Parallel Data ACL 2018 Bootstrapping the Performance of Webly Supervised Semantic Segmentation CVPR 2018 Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages EMNLP 2018 CAGAN: Consistent Adversarial Training Enhanced GANs IJCAI 2018 CARER: Contextualized Affect Representations for Emotion Recognition EMNLP 2018 Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions Interspeech 2018 Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment IJCAI 2018 Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018 Crowdsourcing Semantic Label Propagation in Relation Classification EMNLP 2018 Curriculum Learning for Natural Answer Generation IJCAI 2018 Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018 Data Distillation: Towards Omni-Supervised Learning CVPR 2018 Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study EMNLP 2018 Deep Learning with Logged Bandit Feedback ICLR 2018 Deep Multi-View Concept Learning IJCAI 2018 Delete or not Delete? Semi-Automatic Comment Moderation for the Newsroom COLING 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018