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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

SPLICEOUT: A Simple and Efficient Audio Augmentation Method INTERSPEECH 2022
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation INTERSPEECH 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks NAACL 2022
Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels CVPR 2022
SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022
HUM3DIL: Semi-supervised Multi-modal 3D HumanPose Estimation for Autonomous Driving CORL 2022
Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 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
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 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
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
SimMatch: Semi-Supervised Learning With Similarity Matching CVPR 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022