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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

Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch INTERSPEECH 2022
Couple learning for semi-supervised sound event detection INTERSPEECH 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset NIPS 2022
Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing COLING 2022
Yet@SMM4H’22: Improved BERT-based classification models with Rdrop and PolyLoss COLING 2022
TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022
Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022
End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
SimMatch: Semi-Supervised Learning With Similarity Matching CVPR 2022
ACPL: Anti-Curriculum Pseudo-Labelling for Semi-Supervised Medical Image Classification CVPR 2022
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity NIPS 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022
Lightweight Contextual Logical Structure Recovery COLING 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT EMNLP 2022
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022
Semi-Supervised Lifelong Language Learning EMNLP 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference EMNLP 2022
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022