% Key papers for Pseudo-labeling for semi-supervised detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2018_data_12947,
  title = {{Data Distillation: Towards Omni-Supervised Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Radosavovic_Data_Distillation_Towards_CVPR_2018_paper.html},
}

@inproceedings{neurips2019_consistency_58032,
  title = {{Consistency-based Semi-supervised Learning for Object detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14079},
}

@inproceedings{cvpr2021_instant_17192,
  title = {{Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_humble_17142,
  title = {{Humble Teachers Teach Better Students for Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2016_large_11640,
  title = {{Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2021_interactive_17195,
  title = {{Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2020_weak_99997,
  title = {{Weak Supervision for Fake News Detection via Reinforcement Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5389},
}

@inproceedings{cvpr2022_unbiased_20112,
  title = {{Unbiased Teacher v2: Semi-Supervised Object Detection for Anchor-Free and Anchor-Based Detectors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_detreg_18573,
  title = {{DETReg: Unsupervised Pretraining With Region Priors for Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_label_19155,
  title = {{Label, Verify, Correct: A Simple Few Shot Object Detection Method}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_consistent_20635,
  title = {{Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21676},
}

@inproceedings{aaai2022_rethinking_2645,
  title = {{Rethinking Pseudo Labels for Semi-supervised Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/01314-rethinking-pseudo-labels-for-semi-supervised-object-detection/},
}

@inproceedings{cvpr2022_active_18254,
  title = {{Active Teacher for Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_label_19153,
  title = {{Label Matching Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_data_16800,
  title = {{Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_points_17623,
  title = {{Points As Queries: Weakly Semi-Supervised Object Detection by Points}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_dense_18645,
  title = {{Dense Learning Based Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_semi_22173,
  title = {{Semi-DETR: Semi-Supervised Object Detection With Detection Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23144},
}

@inproceedings{cvpr2023_sood_22109,
  title = {{SOOD: Towards Semi-Supervised Oriented Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22672},
}

@inproceedings{cvpr2023_ambiguity_20384,
  title = {{Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23041},
}

@inproceedings{cvpr2024_sparse_24861,
  title = {{Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30138},
}

@inproceedings{cvpr2024_hinted_23660,
  title = {{HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30261},
}

@inproceedings{cvpr2024_leod_23890,
  title = {{LEOD: Label-Efficient Object Detection for Event Cameras}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29443},
}

@inproceedings{cvpr2024_relational_24611,
  title = {{Relational Matching for Weakly Semi-Supervised Oriented Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31124},
}

@inproceedings{aaai2024_dual_5760,
  title = {{Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27976},
}

@inproceedings{cvpr2024_a_22673,
  title = {{A-Teacher: Asymmetric Network for 3D Semi-Supervised Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30530},
}

@inproceedings{aaai2025_multi_10046,
  title = {{Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32816},
}

@inproceedings{cvpr2025_ucod_27965,
  title = {{UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33176},
}

@inproceedings{iclr2025_pointobb_82124,
  title = {{PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29665},
}

@inproceedings{aaai2024_leveraging_6523,
  title = {{Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27948},
}

@inproceedings{cvpr2025_pointsr_27272,
  title = {{PointSR: Self-Regularized Point Supervision for Drone-View Object Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33477},
}

@inproceedings{aaai2026_sevil_100525,
  title = {{SeViL: Semi-supervised Vision-Language Learning with Text Prompt Guiding for Moving Infrared Small Target Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37372},
}

@inproceedings{aaai2026_rsod_102584,
  title = {{RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37529},
}

@inproceedings{aaai2026_s_104105,
  title = {{S²Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37634},
}

@inproceedings{aaai2026_soar_104142,
  title = {{SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37671},
}

@inproceedings{aaai2025_as_8145,
  title = {{As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33020},
}

@inproceedings{neurips2024_a_73553,
  title = {{A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97541},
}

@inproceedings{neurips2025_eldet_76370,
  title = {{ELDET: Early-Learning Distillation with Noisy Labels for Object Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=IWEc6kpy8O},
}

@inproceedings{iclr2026_spwood_86416,
  title = {{SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=PXaboOpwGv},
}

@inproceedings{neurips2026_object_91022,
  title = {{Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/139282},
}