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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

Bootstrapping the Relationship Between Images and Their Clean and Noisy Labels WACV 2023
Toward Understanding Generative Data Augmentation NIPS 2023
Optimal Transport Minimization: Crowd Localization on Density Maps for Semi-Supervised Counting CVPR 2023
CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023
Semi-Supervised Learning Made Simple With Self-Supervised Clustering CVPR 2023
ScarceNet: Animal Pose Estimation With Scarce Annotations CVPR 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation IJCAI 2023
Towards Professional Level Crowd Annotation of Expert Domain Data CVPR 2023
Seq-UPS: Sequential Uncertainty-Aware Pseudo-Label Selection for Semi-Supervised Text Recognition WACV 2023
Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus CVPR 2023
RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension CVPR 2023
The Devil Is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation CVPR 2023
Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation CVPR 2023
ProMix: Combating Label Noise via Maximizing Clean Sample Utility IJCAI 2023
Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation CVPR 2023
Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach IJCAI 2023
RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests IJCAI 2023
Exploring Intra-Class Variation Factors With Learnable Cluster Prompts for Semi-Supervised Image Synthesis CVPR 2023
Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023
Two-Shot Video Object Segmentation CVPR 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition CVPR 2023
Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023
A Self-training Framework for Automated Medical Report Generation EMNLP 2023