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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

Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data AAAI 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation AAAI 2022
Private Semi-Supervised Federated Learning IJCAI 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations IJCAI 2022
Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 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
Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022
RareGAN: Generating Samples for Rare Classes AAAI 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning WACV 2022
AI Assisted Data Labeling with Interactive Auto Label AAAI 2022
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation IJCAI 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection INTERSPEECH 2022
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR INTERSPEECH 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training INTERSPEECH 2022
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition INTERSPEECH 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection INTERSPEECH 2022
Pushing the limits of raw waveform speaker recognition INTERSPEECH 2022
Improving Deliberation by Text-Only and Semi-Supervised Training INTERSPEECH 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
Semi-Supervised Multi-Task Learning for Semantics and Depth WACV 2022