2d-object-detection.bib

@article{DPM,
    author = {Pedro Felzenszwalb and Ross Girshick and David McAllester and Deva Ramanan},
    title = {Object Detection with Discriminatively Trained Part Based Models},
    volume = {32},
    number = {9},
    pages = {1627-1645},
    journal = {T-PAMI},
    year = {2010}
}

@article{PASCAL-VOC,
    author = {Everingham, Mark and Van~Gool, Luc. and Williams, Christopher K. I. and Winn, John and Zisserman, Andrew},
    title = {The Pascal Visual Object Classes ({VOC}) Challenge},
    volume = {88},
    number = {2},
    pages = {303-338},
    journal = {IJCV},
    year = {2010}
}

@article{SelectiveSearch,
    author = {Uijlings, Jasper RR and Van De Sande, Koen EA and Gevers, Theo and Smeulders, Arnold WM},
    title = {Selective Search for Object Recognition},
    volume = {104},
    number = {2},
    pages = {154-171},
    journal = {IJCV},
    year = {2013}
}

@inproceedings{COCO,
    author = {Tsung-Yi Lin and Michael Maire and Serge Belongie and James Hays and Pietro Perona and Deva Ramanan and Piotr Dollár and C. Lawrence Zitnick},
    title = {Microsoft {COCO}: Common Objects in Context},
    booktitle = {ECCV},
    year = {2014}
}

@inproceedings{OverFeat,
    author = {Pierre Sermanet and David Eigen and Xiang Zhang and Michael Mathieu and Robert Fergus and Yann Lecun},
    title = {{OverFeat}: Integrated Recognition, Localization and Detection using Convolutional Networks},
    booktitle = {ICLR},
    year = {2014}
}

@inproceedings{RCNN,
    author = {Girshick, Ross and Donahue, Jeff and Darrell, Trevor and Malik, Jitendra},
    title = {Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation},
    booktitle = {CVPR},
    year = {2014}
}

@inproceedings{DeepMultiBox,
    author = {Erhan, Dumitru and Szegedy, Christian and Toshev, Alexander and Anguelov, Dragomir},
    title = {Scalable Object Detection using Deep Neural Networks},
    booktitle = {CVPR},
    year = {2014}
}

@inproceedings{SPP-Net,
    author = {Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun},
    title = {Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition},
    booktitle = {ECCV},
    year = {2014}
}

@inproceedings{DeepID-Net,
    author = {Ouyang, Wanli and Wang, Xiaogang and Zeng, Xingyu and Qiu, Shi and Luo, Ping and Tian, Yonglong and Li, Hongsheng and Yang, Shuo and Wang, Zhe and Loy, Chen-Change and Tang, Xiaoou},
    title = {{DeepID-Net}: Deformable Deep Convolutional Neural Networks for Object Detection},
    booktitle = {CVPR},
    year = {2015}
}

@inproceedings{FastRCNN,
    author = {Ross Girshick},
    title = {Fast {R-CNN}},
    booktitle = {ICCV},
    year = {2015}
}

@inproceedings{MR-CNN,
    author = {Gidaris, Spyros and Komodakis, Nikos},
    title = {Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model},
    booktitle = {ICCV},
    year = {2015}
}

@inproceedings{DeepBox,
    author = {Kuo, Weicheng and Hariharan, Bharath and Malik, Jitendra},
    title = {{DeepBox}: Learning Objectness with Convolutional Networks},
    booktitle = {ICCV},
    year = {2015}
}

@inproceedings{AttentionNet,
    author = {Yoo, Donggeun and Park, Sunggyun and Lee, Joon-Young and Paek, Anthony S and So Kweon, In},
    title = {{AttentionNet}: Aggregating Weak Directions for Accurate Object Detection},
    booktitle = {ICCV},
    year = {2015}
}

@article{DenseBox,
    author = {Lichao Huang and Yi Yang and Yafeng Deng and Yinan Yu},
    title = {{DenseBox}: Unifying Landmark Localization with End to End Object Detection},
    journal = {arXiv preprint arXiv:1509.04874},
    year = {2015}
}

@inproceedings{FasterRCNN,
    author = {Shaoqing Ren and Kaiming He and Ross Girshick and Jian Sun},
    title = {Faster {R-CNN}: Towards Real-Time Object Detection with Region Proposal Networks},
    booktitle = {NeurIPS},
    year = {2015}
}

@inproceedings{YOLO,
    author = {Redmon, Joseph and Divvala, Santosh and Girshick, Ross and Farhadi, Ali},
    title = {You Only Look Once: Unified, Real-Time Object Detection},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{OHEM,
    author = {Shrivastava, Abhinav and Gupta, Abhinav and Girshick, Ross},
    title = {Training Region-Based Object Detectors With Online Hard Example Mining},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{ION,
    author = {Bell, Sean and Lawrence Zitnick, C. and Bala, Kavita and Girshick, Ross},
    title = {Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{HyperNet,
    author = {Kong, Tao and Yao, Anbang and Chen, Yurong and Sun, Fuchun},
    title = {{HyperNet}: Towards Accurate Region Proposal Generation and Joint Object Detection},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{CRAFT,
    author = {Yang, Bin and Yan, Junjie and Lei, Zhen and Li, Stan Z.},
    title = {{CRAFT} Objects From Images},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{AZ-Net,
    author = {Lu, Yongxi and Javidi, Tara and Lazebnik, Svetlana},
    title = {Adaptive Object Detection Using Adjacency and Zoom Prediction},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{SDP-CRC,
    author = {Yang, Fan and Choi, Wongun and Lin, Yuanqing},
    title = {Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers},
    booktitle = {CVPR},
    year = {2016}
}

@inproceedings{SSD,
    author = {Liu, Wei and Anguelov, Dragomir and Erhan, Dumitru and Szegedy, Christian and Reed, Scott and Fu, Cheng-Yang and Berg, Alexander C.},
    title = {{SSD}: Single Shot MultiBox Detector},
    booktitle = {ECCV},
    year = {2016}
}

@inproceedings{MSCNN,
    author = {Zhaowei Cai and Quanfu Fan and Rogerio Feris and Nuno Vasconcelos},
    title = {A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection},
    booktitle = {ECCV},
    year  = {2016}
}

@inproceedings{GBD-Net,
    author = {Zeng, Xingyu and Ouyang, Wanli and Yang, Bin and Yan, Junjie and Wang, Xiaogang},
    title = {Gated Bi-directional CNN for Object Detection},
    booktitle = {ECCV},
    year = {2016}
}

@inproceedings{R-FCN,
    author = {Dai, Jifeng and Li, Yi and He, Kaiming and Sun, Jian},
    title = {{R-FCN}: Object Detection via Region-based Fully Convolutional Networks},
    booktitle = {NeurIPS},
    year = {2016}
}

@inproceedings{PVANET,
    author = {Hong, Sanghoon and Roh, Byungseok and Kim, Kye-Hyeon and Cheon, Yeongjae and Park, Minje},
    title = {{PVANet}: Lightweight Deep Neural Networks for Real-time Object Detection},
    booktitle = {NeurIPS Workshop},
    year = {2016}
}

@article{NoC,
    author = {Ren, Shaoqing and He, Kaiming and Girshick, Ross and Zhang, Xiangyu and Sun, Jian},
    title = {Object Detection Networks on Convolutional Feature Maps},
    volume = {39},
    number = {7},
    pages = {1476-1481},
    journal = {T-PAMI},
    year = {2016}
}

@inproceedings{MultiPath,
    author = {Zagoruyko, Sergey and Lerer, Adam and Lin, Tsung-Yi and Pinheiro, Pedro O and Gross, Sam and Chintala, Soumith and Dollar, Piotr},
    title = {A MultiPath Network for Object Detection},
    booktitle = {BMVC},
    year = {2016}
}

@article{TDM,
    author = {Shrivastava, Abhinav and Sukthankar, Rahul and Malik, Jitendra and Gupta, Abhinav},
    title = {Beyond Skip Connections: Top-Down Modulation for Object Detection},
    journal = {arXiv preprint arXiv:1612.06851},
    year = {2016}
}

@inproceedings{YOLO9000,
    author = {Redmon, Joseph and Farhadi, Ali},
    title = {{YOLO9000}: Better, Faster, Stronger},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{FPN,
    author = {Lin, Tsung-Yi and Dollar, Piotr and Girshick, Ross and He, Kaiming and Hariharan, Bharath and Belongie, Serge},
    title = {Feature Pyramid Networks for Object Detection},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{A-Fast-RCNN,
    author = {Wang, Xiaolong and Shrivastava, Abhinav and Gupta, Abhinav},
    title = {{A-Fast-RCNN}: Hard Positive Generation via Adversary for Object Detection},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{Speed-Accuracy-Tradeoff,
    author = {Huang, Jonathan and Rathod, Vivek and Sun, Chen and Zhu, Menglong and Korattikara, Anoop and Fathi, Alireza and Fischer, Ian and Wojna, Zbigniew and Song, Yang and Guadarrama, Sergio and Murphy, Kevin},
    title = {Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{GossipNet,
    author = {Hosang, Jan and Benenson, Rodrigo and Schiele, Bernt},
    title = {Learning Non-Maximum Suppression},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{RON,
    author = {Kong, Tao and Sun, Fuchun and Yao, Anbang and Liu, Huaping and Lu, Ming and Chen, Yurong},
    title = {{RON}: Reverse Connection With Objectness Prior Networks for Object Detection},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{RRC,
    author = {Ren, Jimmy and Chen, Xiaohao and Liu, Jianbo and Sun, Wenxiu and Pang, Jiahao and Yan, Qiong and Tai, Yu-Wing and Xu, Li},
    title = {Accurate Single Stage Detector Using Recurrent Rolling Convolution},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{SqueezeDet,
    author = {Wu, Bichen and Iandola, Forrest and Jin, Peter H and Keutzer, Kurt},
    title = {{SqueezeDet}: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving},
    booktitle = {CVPR Workshop},
    year = {2017}
}

@inproceedings{FocalLoss,
    author = {Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Dollar, Piotr},
    title = {Focal Loss for Dense Object Detection},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{MaskRCNN,
    author = {He, Kaiming and Gkioxari, Georgia and Dollar, Piotr and Girshick, Ross},
    title = {Mask {R-CNN}},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{DCN,
    author = {Dai, Jifeng and Qi, Haozhi and Xiong, Yuwen and Li, Yi and Zhang, Guodong and Hu, Han and Wei, Yichen},
    title = {Deformable Convolutional Networks},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{Soft-NMS,
    author = {Bodla, Navaneeth and Singh, Bharat and Chellappa, Rama and Davis, Larry S.},
    title = {{Soft-NMS} -- Improving Object Detection With One Line of Code},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{DSOD,
    author = {Shen, Zhiqiang and Liu, Zhuang and Li, Jianguo and Jiang, Yu-Gang and Chen, Yurong and Xue, Xiangyang},
    title = {{DSOD}: Learning Deeply Supervised Object Detectors from Scratch},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{CoupleNet,
    author = {Zhu, Yousong and Zhao, Chaoyang and Wang, Jinqiao and Zhao, Xu and Wu, Yi and Lu, Hanqing},
    title = {{CoupleNet}: Coupling Global Structure with Local Parts for Object Detection},
    booktitle = {ICCV},
    year = {2017}
}

@inproceedings{PyTorch,
    author = {Paszke, Adam and Gross, Sam and Chintala, Soumith and Chanan, Gregory and Yang, Edward and DeVito, Zachary and Lin, Zeming and Desmaison, Alban and Antiga, Luca and Lerer, Adam},
    title = {Automatic differentiation in {PyTorch}},
    booktitle = {NeurIPS Workshop},
    year = {2017}
}

@article{Light-Head,
    author = {Zeming Li and Chao Peng and Gang Yu and Xiangyu Zhang and Yangdong Deng and Jian Sun},
    title = {Light-Head {R-CNN}: In Defense of Two-Stage Object Detector},
    journal = {arXiv preprint arXiv:1711.07264},
    year = {2017}
}

@article{DSSD,
    author = {Fu, Cheng-Yang and Liu, Wei and Ranga, Ananth and Tyagi, Ambrish and Berg, Alexander C},
    title = {{DSSD}: Deconvolutional Single Shot Detector},
    journal = {arXiv preprint arXiv:1701.06659},
    year = {2017}
}

@inproceedings{CascadeRCNN,
    author = {Zhaowei Cai and Nuno Vasconcelos},
    title = {Cascade {R-CNN}: Delving into High Quality Object Detection},
    booktitle = {CVPR},
    year  = {2018}
}

@inproceedings{MegDet,
    author = {Peng, Chao and Xiao, Tete and Li, Zeming and Jiang, Yuning and Zhang, Xiangyu and Jia, Kai and Yu, Gang and Sun, Jian},
    title = {{MegDet}: A Large Mini-Batch Object Detector},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{RefineDet,
    author = {Zhang, Shifeng and Wen, Longyin and Bian, Xiao and Lei, Zhen and Li, Stan Z.},
    title = {Single-Shot Refinement Neural Network for Object Detection},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{SNIP,
    author = {Singh, Bharat and Davis, Larry S.},
    title = {An Analysis of Scale Invariance in Object Detection - {SNIP}},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{RelationNetworks,
    author = {Hu, Han and Gu, Jiayuan and Zhang, Zheng and Dai, Jifeng and Wei, Yichen},
    title = {Relation Networks for Object Detection},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{STDN,
    author = {Zhou, Peng and Ni, Bingbing and Geng, Cong and Hu, Jianguo and Xu, Yi},
    title = {Scale-Transferrable Object Detection},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{R-FCN-3000,
    author = {Singh, Bharat and Li, Hengduo and Sharma, Abhishek and Davis, Larry S.},
    title = {{R-FCN-3000} at 30fps: Decoupling Detection and Classification},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{DA-Faster-RCNN,
    author = {Chen, Yuhua and Li, Wen and Sakaridis, Christos and Dai, Dengxin and Van Gool, Luc},
    title = {Domain Adaptive Faster {R-CNN} for Object Detection in the Wild},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{PAD,
    author = {Zhao, Xiangyun and Liang, Shuang and Wei, Yichen},
    title = {Pseudo Mask Augmented Object Detection},
    booktitle = {CVPR},
    year = {2018}
}

@inproceedings{IoUNet,
    author = {Jiang, Borui and Luo, Ruixuan and Mao, Jiayuan and Xiao, Tete and Jiang, Yuning},
    title = {Acquisition of Localization Confidence for Accurate Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{CornerNet,
    author = {Law, Hei and Deng, Jia},
    title = {{CornerNet}: Detecting Objects as Paired Keypoints},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{RFBNet,
    author = {Liu, Songtao and Huang, Di and Wang, Yunhong},
    title = {Receptive Field Block Net for Accurate and Fast Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{DetNet,
    author = {Li, Zeming and Peng, Chao and Yu, Gang and Zhang, Xiangyu and Deng, Yangdong and Sun, Jian},
    title = {{DetNet}: Design Backbone for Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{DCR,
    author = {Cheng, Bowen and Wei, Yunchao and Shi, Honghui and Feris, Rogerio and Xiong, Jinjun and Huang, Thomas},
    title = {Revisiting {RCNN}: On Awakening the Classification Power of Faster {RCNN}},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{Regionlets,
    author = {Xu, Hongyu and Lv, Xutao and Wang, Xiaoyu and Ren, Zhou and Bodla, Navaneeth and Chellappa, Rama},
    title = {Deep Regionlets for Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{LearningRegionFeatures,
    author = {Gu, Jiayuan and Hu, Han and Wang, Liwei and Wei, Yichen and Dai, Jifeng},
    title = {Learning Region Features for Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{LRP,
    author = {Oksuz, Kemal and Can Cam, Baris and Akbas, Emre and Kalkan, Sinan},
    title = {Localization Recall Precision ({LRP}): A New Performance Metric for Object Detection},
    booktitle = {ECCV},
    year = {2018}
}

@inproceedings{SNIPER,
    author = {Singh, Bharat and Najibi, Mahyar and Davis, Larry S},
    title = {{SNIPER}: Efficient multi-scale training},
    booktitle = {NeurIPS},
    year = {2018}
}

@inproceedings{MetaAnchor,
    author = {Yang, Tong and Zhang, Xiangyu and Li, Zeming and Zhang, Wenqiang and Sun, Jian},
    title = {{MetaAnchor}: Learning to Detect Objects with Customized Anchors},
    booktitle = {NeurIPS},
    year = {2018}
}

@inproceedings{Pelee,
    author = {Wang, Robert J and Li, Xiang and Ling, Charles X},
    title = {Pelee: A Real-Time Object Detection System on Mobile Devices},
    booktitle = {NeurIPS},
    year = {2018}
}

@article{YOLOv3,
    author = {Redmon, Joseph and Farhadi, Ali},
    title = {{YOLOv3}: An Incremental Improvement},
    journal = {arXiv preprint arXiv:1804.02767},
    year = {2018}
}

@misc{Detectron2018,
    author = {Ross Girshick and Ilija Radosavovic and Georgia Gkioxari and Piotr Doll\'{a}r and Kaiming He},
    title = {Detectron},
    howpublished = {\url{https://github.com/facebookresearch/detectron}},
    year = {2018}
}

@inproceedings{FeatureIntertwiner,
    author = {Hongyang Li and Bo Dai and Shaoshuai Shi and Wanli Ouyang and Xiaogang Wang},
    title = {Feature Intertwiner for Object Detection},
    booktitle = {ICLR},
    year = {2019}
}

@inproceedings{GHM,
    author = {Li, Buyu and Liu, Yu and Wang, Xiaogang},
    title = {Gradient Harmonized Single-stage Detector},
    booktitle = {AAAI},
    year = {2019}
}

@inproceedings{M2Det,
    author = {Zhao, Qijie and Sheng, Tao and Wang, Yongtao and Tang, Zhi and Chen, Ying and Cai, Ling and Ling, Haibin},
    title = {{M2Det}: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network},
    booktitle = {AAAI},
    year = {2019}
}

@inproceedings{DCNv2,
    author = {Zhu, Xizhou and Hu, Han and Lin, Stephen and Dai, Jifeng},
    title = {Deformable ConvNets V2: More Deformable, Better Results},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{GuidedAnchor,
    author = {Wang, Jiaqi and Chen, Kai and Yang, Shuo and Loy, Chen Change and Lin, Dahua},
    title = {Region Proposal by Guided Anchoring},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{NAS-FPN,
    author = {Ghiasi, Golnaz and Lin, Tsung-Yi and Le, Quoc V.},
    title = {{NAS-FPN}: Learning Scalable Feature Pyramid Architecture for Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{LibraRCNN,
    author = {Pang, Jiangmiao and Chen, Kai and Shi, Jianping and Feng, Huajun and Ouyang, Wanli and Lin, Dahua},
    title = {Libra {R-CNN}: Towards Balanced Learning for Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{ExtremeNet,
    author = {Zhou, Xingyi and Zhuo, Jiacheng and Krahenbuhl, Philipp},
    title = {Bottom-Up Object Detection by Grouping Extreme and Center Points},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{GridRCNN,
    author = {Lu, Xin and Li, Buyu and Yue, Yuxin and Li, Quanquan and Yan, Junjie},
    title = {Grid {R-CNN}},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{FSAF,
    author = {Zhu, Chenchen and He, Yihui and Savvides, Marios},
    title = {Feature Selective Anchor-Free Module for Single-Shot Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{GIoU,
    author = {Rezatofighi, Hamid and Tsoi, Nathan and Gwak, JunYoung and Sadeghian, Amir and Reid, Ian and Savarese, Silvio},
    title = {Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{AP-Loss,
    author = {Chen, Kean and Li, Jianguo and Lin, Weiyao and See, John and Wang, Ji and Duan, Lingyu and Chen, Zhibo and He, Changwei and Zou, Junni},
    title = {Towards Accurate One-Stage Object Detection With {AP-Loss}},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{Reasoning-RCNN,
    author = {Xu, Hang and Jiang, Chenhan and Liang, Xiaodan and Lin, Liang and Li, Zhenguo},
    title = {Reasoning-{RCNN}: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{KL-Loss,
    author = {He, Yihui and Zhu, Chenchen and Wang, Jianren and Savvides, Marios and Zhang, Xiangyu},
    title = {Bounding Box Regression With Uncertainty for Accurate Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@inproceedings{COCO-Tasks,
    author = {Sawatzky, Johann and Souri, Yaser and Grund, Christian and Gall, Jurgen},
    title = {What Object Should I Use? - Task Driven Object Detection},
    booktitle = {CVPR},
    year = {2019}
}

@article{CenterNet,
    author = {Xingyi Zhou and Dequan Wang and Philipp Kr{\"{a}}henb{\"{u}}hl},
    title = {Objects as Points},
    journal = {arXiv preprint arXiv:1904.07850},
    year = {2019}
}

@inproceedings{CascadeRetinaNet,
    author = {Zhang, Hongkai and Chang, Hong and Ma, Bingpeng and Shan, Shiguang and Chen, Xilin},
    title = {{Cascade RetinaNet}: Maintaining Consistency for Single-Stage Object Detection},
    booktitle = {BMVC},
    year = {2019}
}

@inproceedings{SoftSampling,
    author = {Wu, Zhe and Bodla, Navaneeth and Singh, Bharat and Najibi, Mahyar and Chellappa, Rama and Davis, Larry S},
    title = {Soft Sampling for Robust Object Detection},
    booktitle = {BMVC},
    year = {2019}
}

@inproceedings{CornerNet-CenterNet,
    author = {Kaiwen Duan and Song Bai and Lingxi Xie and Honggang Qi and Qingming Huang and Qi Tian},
    title = {{CenterNet}: Keypoint Triplets for Object Detection},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{TridentNet,
    author = {Li, Yanghao and Chen, Yuntao and Wang, Naiyan and Zhang, Zhaoxiang},
    title = {Scale-Aware Trident Networks for Object Detection},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{RepPoints,
    author = {Ze Yang and Shaohui Liu and Han Hu and Liwei Wang and Stephen Lin},
    title = {{RepPoints}: Point Set Representation for Object Detection},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{ThunderNet,
    author = {Qin, Zheng and Li, Zeming and Zhang, Zhaoning and Bao, Yiping and Yu, Gang and Peng, Yuxing and Sun, Jian},
    title = {ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{FCOS,
    author = {Zhi Tian and Chunhua Shen and Hao Chen and Tong He},
    title = {{FCOS}: Fully Convolutional One-Stage Object Detection},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{Objects365,
    author = {Shuai Shao and Zeming Li and Tianyuan Zhang and Chao Peng and Gang Yu and Xiangyu Zhang and Jing Li and Jian Sun},
    title = {Objects365: A Large-scale, High-quality Dataset for Object Detection},
    booktitle = {ICCV},
    year = {2019}
}

@inproceedings{Learning-to-Rank,
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    year = {2019}
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@inproceedings{DAFS,
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    year = {2019}
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@inproceedings{AutoFocus,
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    year = {2019}
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@inproceedings{FreeAnchor,
    author = {Xiaosong Zhang and Fang Wan and Chang Liu and Rongrong Ji and Qixiang Ye},
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    booktitle = {NeurIPS},
    year = {2019}
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@article{ObjectAsDistribution,
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    year = {2019}
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@inproceedings{CascadeRPN,
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    year = {2019}
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              Zhu, Chenchen and Cheng, Tianheng and Zhao, Qijie and Li, Buyu and
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    year = {2019}
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@article{SimpleDet,
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    title = {{SimpleDet}: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition},
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    year = {2019}
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@inproceedings{EfficientDet,
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    year = {2020}
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@inproceedings{NoisyAnchors,
    author = {Li, Hengduo and Wu, Zuxuan and Zhu, Chen and Xiong, Caiming and Socher, Richard and Davis, Larry S.},
    title = {Learning from Noisy Anchors for One-stage Object Detection},
    booktitle = {CVPR},
    year = {2020}
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@inproceedings{ATSS,
    author = {Zhang, Shifeng and Chi, Cheng and Yao, Yongqiang and Lei, Zhen and Li, Stan Z.},
    title = {Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection},
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    year = {2020}
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@inproceedings{PISA,
    author = {Cao, Yuhang and Chen, Kai and Loy, Chen Change and Lin, Dahua},
    title = {Prime Sample Attention in Object Detection},
    booktitle = {CVPR},
    year = {2020}
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@inproceedings{AugFPN,
    author = {Guo, Chaoxu and Fan, Bin and Zhang, Qian and Xiang, Shiming and Pan, Chunhong},
    title = {{AugFPN}: Improving Multi-Scale Feature Learning for Object Detection},
    booktitle = {CVPR},
    year = {2020}
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@inproceedings{SEPC,
    author = {Wang, Xinjiang and Zhang, Shilong and Yu, Zhuoran and Feng, Litong and Zhang, Wayne},
    title = {Scale-Equalizing Pyramid Convolution for Object Detection},
    booktitle = {CVPR},
    year = {2020}
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@inproceedings{Double-Head,
    author = {Wu, Yue and Chen, Yinpeng and Yuan, Lu and Liu, Zicheng and Wang, Lijuan and Li, Hongzhi and Fu, Yun},
    title = {Rethinking Classification and Localization for Object Detection},
    booktitle = {CVPR},
    year = {2020}
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@inproceedings{DynamicRCNN,
    author = {Zhang, Hongkai and Chang, Hong and Ma, Bingpeng and Wang, Naiyan and Chen, Xilin},
    title = {Dynamic {R-CNN}: Towards High Quality Object Detection via Dynamic Training},
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    year = {2020}
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@inproceedings{DETR,
    author = {Nicolas Carion and Francisco Massa and Gabriel Synnaeve and Nicolas Usunier and Alexander Kirillov and Sergey Zagoruyko},
    title = {{End-to-End} Object Detection with Transformers},
    booktitle = {ECCV},
    year = {2020}
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@inproceedings{SABL,
    author = {Jiaqi Wang and Wenwei Zhang and Yuhang Cao and Kai Chen and Jiangmiao Pang and Tao Gong and Jianping Shi and Chen Change Loy and Dahua Lin},
    title = {Side-Aware Boundary Localization for More Precise Object Detection},
    booktitle = {ECCV},
    year = {2020}
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@inproceedings{BorderDet,
    author = {Han Qiu and Yuchen Ma and Zeming Li and Songtao Liu and Jian Sun},
    title = {{BorderDet}: Border Feature for Dense Object Detection},
    booktitle = {ECCV},
    year = {2020}
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@inproceedings{PAA,
    author = {Kang Kim and Hee Seok Lee},
    title = {Probabilistic Anchor Assignment with IoU Prediction for Object Detection},
    booktitle = {ECCV},
    year = {2020}
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@inproceedings{CPNDet,
    author = {Kaiwen Duan and Lingxi Xie and Honggang Qi and Song Bai and Qingming Huang and Qi Tian},
    title = {Corner Proposal Network for Anchor-free, Two-stage Object Detection},
    booktitle = {ECCV},
    year = {2020}
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@inproceedings{SAPD,
    author = {Chenchen Zhu and Fangyi Chen and Zhiqiang Shen and Marios Savvides},
    title = {Soft Anchor-Point Object Detection},
    booktitle = {ECCV},
    year = {2020}
}

@inproceedings{OS2D,
    author = {Anton Osokin and Denis Sumin and Vasily Lomakin},
    title = {OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features},
    booktitle = {ECCV},
    year = {2020}
}

@article{DeformableDETR,
    author = {Xizhou Zhu and Weijie Su and Lewei Lu and Bin Li and Xiaogang Wang and Jifeng Dai},
    title = {Deformable {DETR}: Deformable Transformers for End-to-End Object Detection},
    journal = {arXiv preprint arXiv:2010.04159},
    year = {2020}
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@article{SparseRCNN,
    author = {Peize Sun and Rufeng Zhang and Yi Jiang and Tao Kong and Chenfeng Xu and Wei Zhan and Masayoshi Tomizuka and Lei Li and Zehuan Yuan and Changhu Wang and Ping Luo},
    title = {Sparse {R-CNN}: End-to-End Object Detection with Learnable Proposals},
    journal = {arXiv preprint arXiv:2011.12450},
    year = {2020}
}