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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

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition EMNLP 2022
How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022
A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling and Self-distillation ACML 2022
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization COLING 2022
On Assessing and Developing Spoken ’Grammatical Error Correction’ Systems NAACL 2022
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning ACL 2021
Efficient Learning with Arbitrary Covariate Shift ALT 2021
Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021
Self-training Improves Pre-training for Natural Language Understanding NAACL 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging SEMEVAL 2021
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NIPS 2021
Dense Keypoints via Multiview Supervision NIPS 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NIPS 2021
maskedFaceNet: A Progressive Semi-Supervised Masked Face Detector WACV 2021
A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms MLHC 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training ACL 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation IJCNLP 2021
Credal Self-Supervised Learning NIPS 2021
Neural Trees for Learning on Graphs NIPS 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training IJCNLP 2021
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition EMNLP 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection IJCNLP 2021
Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection ICCV 2021