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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

Interpolation Consistency Training for Semi-supervised Learning IJCAI 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective IJCAI 2019
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology IJCAI 2019
Masked Graph Convolutional Network IJCAI 2019
GAN-EM: GAN Based EM Learning Framework IJCAI 2019
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning NIPS 2019
Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning NIPS 2019
GANs for Semi-Supervised Opinion Spam Detection IJCAI 2019
Infinite Mixture Prototypes for Few-shot Learning ICML 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning NIPS 2019
DL2: Training and Querying Neural Networks with Logic ICML 2019
Semi-supervised Text Style Transfer: Cross Projection in Latent Space IJCNLP 2019
Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task ACL 2019
Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis IJCAI 2019
Joint Representative Selection and Feature Learning: A Semi-Supervised Approach CVPR 2019
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