Semi-Supervised Learning

Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach AISTATS 2020 MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020 Modeling Involuntary Dynamic Behaviors to Support Intelligent Tutoring (Student Abstract) AAAI 2020 Modeling Label Semantics for Predicting Emotional Reactions ACL 2020 MOSS: End-to-End Dialog System Framework with Modular Supervision AAAI 2020 MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product IJCAI 2020 MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation IJCAI 2020 Multimodal Categorization of Crisis Events in Social Media CVPR 2020 Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech Interspeech 2020 Multiple Instance Learning for Content Feedback Localization without Annotation ACL 2020 Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020 Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020 Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020 Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation CVPR 2020 Multiview Supervision By Registration WACV 2020 Mutual information deep regularization for semi-supervised segmentation MIDL 2020 Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL 2020 Near-Optimal Comparison Based Clustering NeurIPS 2020 Negative Sampling in Semi-Supervised learning ICML 2020 NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer SemEval 2020 Non-convex Learning via Replica Exchange Stochastic Gradient MCMC ICML 2020 Non-Parallel Voice Conversion with Fewer Labeled Data by Conditional Generative Adversarial Networks Interspeech 2020 Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space RSS 2020 Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning NeurIPS 2020 NUIG at SemEval-2020 Task 12: Pseudo Labelling for Offensive Content Classification SemEval 2020