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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Dual-View Variational Autoencoders for Semi-Supervised Text Matching IJCAI 2019
Variational Pretraining for Semi-supervised Text Classification ACL 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019
Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data AAAI 2019
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019
Causal Learning via Manifold Regularization JMLR 2019
Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL 2019
The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019
Consistency-based Semi-supervised Learning for Object detection NIPS 2019
Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies IJCAI 2019
AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN IJCAI 2019
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification EMNLP 2019
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs NIPS 2019
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response NIPS 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019
DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters NIPS 2019
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification NIPS 2019
Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
Semi-Supervised Prosody Modeling Using Deep Gaussian Process Latent Variable Model INTERSPEECH 2019
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning CVPR 2019
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning AISTATS 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification INTERSPEECH 2019