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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

A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation INTERSPEECH 2022
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
Towards Understanding the Relation between Gestures and Language COLING 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
When and How Mixup Improves Calibration ICML 2022
Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022
RareGAN: Generating Samples for Rare Classes AAAI 2022
Neuro-symbolic entropy regularization UAI 2022
Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022
Semi-supervised New Slot Discovery with Incremental Clustering EMNLP 2022
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction EMNLP 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
Leveraging Training Dynamics and Self-Training for Text Classification EMNLP 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
Optimizing Data Collection for Machine Learning NIPS 2022
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
PatternRank: Jointly Ranking Patterns and Extractions for Relation Extraction Using Graph-Based Algorithms COLING 2022
Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic AAAI 2022
WARM: A Weakly (+Semi) Supervised Math Word Problem Solver COLING 2022
AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification AAAI 2022