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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training INTERSPEECH 2022
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NIPS 2022
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition INTERSPEECH 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022
Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective JMLR 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT EMNLP 2022
Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation CVPR 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data INTERSPEECH 2022
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