Semi-Supervised Learning

Phenotype Inference with Semi-Supervised Mixed Membership Models MLHC 2019 POS Tagging for Improving Code-Switching Identification in Arabic ACL 2019 Predicting Malware Attributes from Cybersecurity Texts NAACL 2019 Predict then Propagate: Graph Neural Networks meet Personalized PageRank ICLR 2019 Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning NeurIPS 2019 Progressive Ensemble Networks for Zero-Shot Recognition CVPR 2019 Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 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 Robustness to Adversarial Perturbations in Learning from Incomplete Data NeurIPS 2019 Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances CoRL 2019 S4L: Self-Supervised Semi-Supervised Learning ICCV 2019 Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature NAACL 2019 Scalable Semi-Supervised SVM via Triply Stochastic Gradients IJCAI 2019 Scene Graph Prediction With Limited Labels ICCV 2019 Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019 Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection ICCV 2019 Semantic Parsing with Dual Learning ACL 2019 Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019 Semi-Parametric Efficient Policy Learning with Continuous Actions NeurIPS 2019 Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019 Semi-Supervised Acoustic Model Training for Five-Lingual Code-Switched ASR Interspeech 2019 Semi-Supervised Audio Classification with Consistency-Based Regularization Interspeech 2019 Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019 Semi-supervised clustering for de-duplication AISTATS 2019