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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

HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning WACV 2022
Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022
Neural Contextual Anomaly Detection for Time Series IJCAI 2022
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation CVPR 2022
Okapi: Generalising Better by Making Statistical Matches Match NIPS 2022
Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth JMLR 2022
Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
An Unsupervised Hunt for Gravitational Lenses AISTATS 2022
Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 2022
Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022
PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network INTERSPEECH 2022
Multimodal Semi-supervised Learning for Disaster Tweet Classification COLING 2022
SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations IJCAI 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection INTERSPEECH 2022
Particle-based Adversarial Local Distribution Regularization AISTATS 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection INTERSPEECH 2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction INTERSPEECH 2022
Co-training Improves Prompt-based Learning for Large Language Models ICML 2022