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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

Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR INTERSPEECH 2022
AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification AAAI 2022
Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection PGM 2022
Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch AAAI 2022
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NIPS 2022
Optimizing Data Collection for Machine Learning NIPS 2022
3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas IJCAI 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection INTERSPEECH 2022
Robust Semi-Supervised Learning when Not All Classes have Labels NIPS 2022
Hyperspherical Consistency Regularization CVPR 2022
Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data INTERSPEECH 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
SPLICEOUT: A Simple and Efficient Audio Augmentation Method INTERSPEECH 2022
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation INTERSPEECH 2022
Stackmix: a complementary mix algorithm UAI 2022
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing INTERSPEECH 2022
Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
Federated Learning with Positive and Unlabeled Data ICML 2022
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift AISTATS 2022
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation AISTATS 2022
When and How Mixup Improves Calibration ICML 2022
ACPL: Anti-Curriculum Pseudo-Labelling for Semi-Supervised Medical Image Classification CVPR 2022
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 2022