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Awesome-Semi-Supervised-Object-Detection

Awesome

Semi-Supervised-Object-Detection(SSOD)

2024

Title Abbreviation Published CODE
Sparse Semi-Detr: Sparse Learnable Queries for Semi-Supervised Object Detection Sparse Semi-Detr CVPR2024 -

2023

Title Abbreviation Published CODE
Mixed Pseudo Labels for Semi-Supervised Object Detection MixPL Arxiv Code Github stars
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection Cosistent-Teacher CVPR 2023 CodeGithub stars
MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection MixTeacher CVPR 2023 Code Github stars
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Efficient-Teacher CVPR2023 Code Github stars
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers Semi-DETR CVPR2023 Code Github stars
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection ARSL CVPR2023 Code
Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection - CVPRW2023 -
Adaptive Self-Training for Object Detection ASTOD ICCVW2023 Code Github stars

2022

Title Abbreviation Published CODE
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Dense-Teacher ECCV2022 Code Github stars
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection PseCo ECCV2022 Code Github stars
Semi-supervised Object Detection via Virtual Category Learning - ECCV 2022 Code Github stars
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Polishing Teacher AAAI2023 Code Github stars
Semi-supervised Object Detection via Virtual Category Learning - AAAI2022 -
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors Unbiased TeacherV2 CVPR2022 Code Github stars
Omni-DETR: Omni-Supervised Object Detection with Transformers Omni-DETR CVPR2022 Code Github stars

2021


Semi-Supervised Oriented Object Detection(SSOOD)

2024

Title Abbreviation Published CODE
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object Detection SOOD++ Arxiv -
Relational Matching for Weakly Semi-Supervised Oriented Object Detection - CVPR2024 -

2023

Title Abbreviation Published CODE
SOOD: Towards Semi-Supervised Oriented Object Detection SOOD CVPR2023 Code Github stars

3D Semi-Supervised Object Detection

2024

Title Abbreviation Published CODE
A-Teacher: Asymmetric Network for 3D Semi-Supervised Object Detection - CVPR2024 -
VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection VSRD CVPR2024 Code Github stars

2023

Title Abbreviation Published CODE
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection HSSDA CVPR2023 Code Github stars

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