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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

Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020
MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation IJCAI 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
Auxiliary Task Reweighting for Minimum-data Learning NIPS 2020
Rethinking Pre-training and Self-training NIPS 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence NIPS 2020
Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning NIPS 2020
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020
Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection IJCAI 2020
Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020
A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection CVPR 2020
WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation CVPR 2020
Distributed Minimum Error Entropy Algorithms JMLR 2020
On the consistency of graph-based Bayesian semi-supervised learning and the scalability of sampling algorithms JMLR 2020
Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation IJCAI 2020
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL 2020
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ACL 2020
Semi-supervised New Event Type Induction and Event Detection EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer COLING 2020
Self-Learning Transformations for Improving Gaze and Head Redirection NIPS 2020
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020
Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels COLING 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020