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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Predicting Malware Attributes from Cybersecurity Texts NAACL 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019
Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019
Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019
Learning Flexible Latent Representations via Encapsulated Variational Encoders AAAI 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings EMNLP 2019
Minimally Supervised Learning of Affective Events Using Discourse Relations EMNLP 2019
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
GLAMpoints: Greedily Learned Accurate Match Points ICCV 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ACL 2019
The University of Edinburgh’s Submissions to the WMT19 News Translation Task ACL 2019
Semi-Supervised Teacher-Student Architecture for Relation Extraction NAACL 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection CVPR 2019
Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification CVPR 2019
Paraphrase Generation for Semi-Supervised Learning in NLU NAACL 2019
Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature NAACL 2019
Lovasz Convolutional Networks AISTATS 2019
The 2019 Inaugural Fearless Steps Challenge: A Giant Leap for Naturalistic Audio INTERSPEECH 2019