Semi-Supervised Learning

Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019 MixMatch: A Holistic Approach to Semi-Supervised Learning NeurIPS 2019 Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019 Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 2019 Multi-Resolution Weak Supervision for Sequential Data NeurIPS 2019 Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification CVPR 2019 No Army, No Navy: BERT Semi-Supervised Learning of Arabic Dialects ACL 2019 PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019 Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019 Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function AAAI 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019 Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP 2019 Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019 Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019 Supervising Unsupervised Open Information Extraction Models EMNLP 2019 Tangent-Normal Adversarial Regularization for Semi-Supervised Learning CVPR 2019 The University of Edinburgh’s Submissions to the WMT19 News Translation Task ACL 2019 Topology Optimization based Graph Convolutional Network IJCAI 2019 Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task ACL 2019 Variational Pretraining for Semi-supervised Text Classification ACL 2019 Volumetric Capture of Humans With a Single RGBD Camera via Semi-Parametric Learning CVPR 2019 Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 2018 Improving Landmark Localization With Semi-Supervised Learning CVPR 2018 Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR 2018