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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

Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation WACV 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data AAAI 2024
Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024
Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning AAAI 2024
Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation WACV 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024
Leveraging Information Redundancy of Real-World Data through Distant Supervision COLING 2024
MakeSinger: A Semi-Supervised Training Method for Data-Efficient Singing Voice Synthesis via Classifier-free Diffusion Guidance INTERSPEECH 2024
SuperST: Superficial Self-Training for Few-Shot Text Classification COLING 2024
Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024
Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples AAAI 2024
Lˆ2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification COLING 2024
Exploring the Challenges of Behaviour Change Language Classification: A Study on Semi-Supervised Learning and the Impact of Pseudo-Labelled Data COLING 2024
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024
Regroup Median Loss for Combating Label Noise AAAI 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024
Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024
Semi-Supervised Scene Change Detection by Distillation From Feature-Metric Alignment WACV 2024
Deep Incomplete Multi-View Learning Network with Insufficient Label Information AAAI 2024
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning AAAI 2024