Missing Labels in Object Detection http://openaccess.thecvf.com/content_CVPRW_2019/papers/Weakly%20Supervised%20Learning%20for%20Real-World%20Computer%20Vision%20Applications/Xu_Missing_Labels_in_Object_Detection_CVPRW_2019_paper.pdf
Class-Balanced Loss Based on Effective Number of Samples https://arxiv.org/abs/1901.05555
Learning from Noisy Anchors for One-stage Object Detection http://arxiv.org/pdf/1912.05086v1.pdf 减轻标签分配不完善引起的噪声，以便通过精心构造的与每个锚点相关的清洁度评分来动态确定锚点的作用 https://zhuanlan.zhihu.com/p/97811344 https://zhuanlan.zhihu.com/p/69144368
Solving Missing-Annotation Object Detection with Background Recalibration Loss https://arxiv.org/abs/2002.05274
Soft Sampling for Robust Object Detection https://arxiv.org/pdf/1806.06986v2.pdf
Uncertainty Based Detection and Relabeling of Noisy Image Labels https://arxiv.org/abs/1906.11876
Towards Noise-resistant Object Detection with Noisy Annotations https://arxiv.org/pdf/2003.01285.pdf
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses https://arxiv.org/pdf/1911.02559v3.pdf
Towards Adversarially Robust Object Detection https://arxiv.org/pdf/1907.10310v1.pdf
Object Detection as a Positive-Unlabeled Problem https://arxiv.org/pdf/2002.04672v1.pdf
Probabilistic Object Detection: Definition and Evaluation https://arxiv.org/pdf/1811.10800v4.pdf
A General and Adaptive Robust Loss Function http://openaccess.thecvf.com/content_CVPR_2019/papers/Barron_A_General_and_Adaptive_Robust_Loss_Function_CVPR_2019_paper.pdf
Solving Missing-Annotation Object Detection with Background Recalibration Loss https://arxiv.org/pdf/2002.05274.pdf
Selective Convolutional Network: An Efficient Object Detector with Ignoring Background https://arxiv.org/pdf/2002.01205.pdf
Soft Sampling for Robust Object Detection https://arxiv.org/pdf/1806.06986v2.pdf
Towards Noise-resistant Object Detection with Noisy Annotations http://arxiv.org/pdf/2003.01285v1.pdf
Solving Missing-Annotation Object Detection with Background Recalibration Loss https://arxiv.org/pdf/2002.05274.pdf
Continual Universal Object Detection https://arxiv.org/pdf/2002.05347.pdf
Striking the Right Balance with Uncertainty https://arxiv.org/pdf/1901.07590v3.pdf
Inhibited Softmax for Uncertainty Estimation in Neural Networks https://arxiv.org/pdf/1810.01861v2.pdf
Uncertainty Estimation in One-Stage Object Detection https://arxiv.org/pdf/1905.10296v1.pdf