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semi-supervised object detection

33 papers

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Also known as

SS-OD SSOD

Co-occurring keywords

semi-supervised learning (2341) object detection (2762) pseudo label (278) pseudo labeling (312) consistency regularization (150) knowledge distillation (3725) mean teacher (34) teacher-student learning (164) teacher-student model (53) bounding box regression (78)

Papers

STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025
A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection NIPS 2024
Training-Based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection WACV 2024
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection CVPR 2023
Low-Confidence Samples Mining for Semi-supervised Object Detection IJCAI 2023
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection CVPR 2023
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023
MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection CVPR 2023
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images IJCAI 2023
Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection ICCV 2023
Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023
Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection AAAI 2023
SOOD: Towards Semi-Supervised Oriented Object Detection CVPR 2023
Semi-DETR: Semi-Supervised Object Detection With Detection Transformers CVPR 2023
De-biased Teacher: Rethinking IoU Matching for Semi-supervised Object Detection AAAI 2023
MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection CVPR 2022
SIOD: Single Instance Annotated per Category per Image for Object Detection CVPR 2022
Double-Check Soft Teacher for Semi-Supervised Object Detection IJCAI 2022
Dense Learning Based Semi-Supervised Object Detection CVPR 2022
SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection IJCAI 2022
Semi-supervised Object Detection with Adaptive Class-Rebalancing Self-Training AAAI 2022
Scale-Equivalent Distillation for Semi-Supervised Object Detection CVPR 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NIPS 2022
Label Matching Semi-Supervised Object Detection CVPR 2022
Semi-Supervised Object Detection via Multi-Instance Alignment With Global Class Prototypes CVPR 2022