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semi-supervised learning

2331 papers

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Also known as

SSL SEMISL SEMI-SL

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 Orthogonal Graph Embedding with Recursive Projections IJCAI 2017
Robust Multilingual Named Entity Recognition with Shallow Semi-supervised Features (Extended Abstract) IJCAI 2017
Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning IJCAI 2017
Learning Latest Classifiers without Additional Labeled Data IJCAI 2017
Identifying Human Mobility via Trajectory Embeddings IJCAI 2017
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints IJCAI 2017
Scaling Active Search using Linear Similarity Functions IJCAI 2017
Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017
When Does Label Propagation Fail? A View from a Network Generative Model IJCAI 2017
Instance-Level Label Propagation with Multi-Instance Learning IJCAI 2017
Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data ICML 2017
Re-revisiting Learning on Hypergraphs: Confidence Interval and Subgradient Method ICML 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML 2017
Self-Paced Co-training ICML 2017
Joint Label Inference in Networks JMLR 2017
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS 2017
Triple Generative Adversarial Nets NIPS 2017
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS 2017
Infinite Variational Autoencoder for Semi-Supervised Learning CVPR 2017
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR 2017
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents EMNLP 2017
Outlier-Robust Tensor PCA CVPR 2017
Learning From Noisy Large-Scale Datasets With Minimal Supervision CVPR 2017
Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks CVPR 2017
Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP 2017