Semi-Supervised Learning

FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference CVPR 2019 Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks EMNLP 2019 FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images ICCV 2019 Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019 GAN Driven Semi-distant Supervision for Relation Extraction NAACL 2019 GAN-EM: GAN Based EM Learning Framework IJCAI 2019 GANs for Semi-Supervised Opinion Spam Detection IJCAI 2019 Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs NeurIPS 2019 Generic Inference in Latent Gaussian Process Models JMLR 2019 GMNN: Graph Markov Neural Networks ICML 2019 Graph Agreement Models for Semi-Supervised Learning NeurIPS 2019 Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019 Graph-Based Semi-Supervised Learning with Non-ignorable Non-response NeurIPS 2019 Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks AAAI 2019 Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019 Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019 Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019 Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019 Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification EMNLP 2019 High-Fidelity Image Generation With Fewer Labels ICML 2019 How Many Users Are Enough? Exploring Semi-Supervision and Stylometric Features to Uncover a Russian Troll Farm EMNLP 2019 How to Annotate 100 Hours in 45 Minutes Interspeech 2019 Hybrid Models with Deep and Invertible Features ICML 2019 HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs NeurIPS 2019 Identifying Android Malware Using Network-Based Approaches AAAI 2019