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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

Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 2019
Multi-Class Learning using Unlabeled Samples: Theory and Algorithm IJCAI 2019
Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs NIPS 2019
ActiveHNE: Active Heterogeneous Network Embedding IJCAI 2019
Are Labels Required for Improving Adversarial Robustness? NIPS 2019
Semi-supervised User Profiling with Heterogeneous Graph Attention Networks IJCAI 2019
Learning 3D Human Dynamics From Video CVPR 2019
Learning Only from Relevant Keywords and Unlabeled Documents EMNLP 2019
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks IJCAI 2019
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