CVPR2022に採択された物体検出AI（Object Detection）に関する論文を31本集めました。
あとで自分で読むためにリストを作ったのですが、Qiitaにも掲載しておきます。
過去記事でCVPR2022に採択された異常検知AIの論文解説も掲載していますので、興味がある方はご覧ください。
論文リスト
(1) Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism
Binbin Yang, Xinchi Deng, Han Shi, Changlin Li, Gengwei Zhang, Hang Xu, Shen Zhao, Liang Lin, Xiaodan Liang
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(2) Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection From Point Clouds
Chenhang He, Ruihuang Li, Shuai Li, Lei Zhang
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(3) Balanced and Hierarchical Relation Learning for One-Shot Object Detection
Hanqing Yang, Sijia Cai, Hualian Sheng, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Yong Tang, Yu Zhang
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(4) HyperDet3D: Learning a Scene-Conditioned 3D Object Detector
Yu Zheng, Yueqi Duan, Jiwen Lu, Jie Zhou, Qi Tian
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(5) Human-Object Interaction Detection via Disentangled Transformer
Desen Zhou, Zhichao Liu, Jian Wang, Leshan Wang, Tao Hu, Errui Ding, Jingdong Wang
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(6) Rotationally Equivariant 3D Object Detection
Hong-Xing Yu, Jiajun Wu, Li Yi
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(7) Expanding Low-Density Latent Regions for Open-Set Object Detection
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
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(8) SIOD: Single Instance Annotated per Category per Image for Object Detection
Hanjun Li, Xingjia Pan, Ke Yan, Fan Tang, Wei-Shi Zheng
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(9) R(Det)2: Randomized Decision Routing for Object Detection
Yali Li, Shengjin Wang
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(10) VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention
Shengheng Deng, Zhihao Liang, Lin Sun, Kui Jia
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(11) Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim
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(12) Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
Jiaxi Wu, Jiaxin Chen, Mengzhe He, Yiru Wang, Bo Li, Bingqi Ma, Weihao Gan, Wei Wu, Yali Wang, Di Huang
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(13) ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes
Dina Bashkirova, Mohamed Abdelfattah, Ziliang Zhu, James Akl, Fadi Alladkani, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko
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(14) DETReg: Unsupervised Pretraining With Region Priors for Object Detection
Amir Bar, Xin Wang, Vadim Kantorov, Colorado J. Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson
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(15) Salvage of Supervision in Weakly Supervised Object Detection
Lin Sui, Chen-Lin Zhang, Jianxin Wu
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(16) SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles
Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
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(17) Accelerating Video Object Segmentation With Compressed Video
Kai Xu, Angela Yao
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(18) Dense Learning Based Semi-Supervised Object Detection
Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua
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(19) C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection
Tong Wang, Yousong Zhu, Yingying Chen, Chaoyang Zhao, Bin Yu, Jinqiao Wang, Ming Tang
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(20) MonoDTR: Monocular 3D Object Detection With Depth-Aware Transformer
Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
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(21) Voxel Field Fusion for 3D Object Detection
Yanwei Li, Xiaojuan Qi, Yukang Chen, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia
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(22) DisARM: Displacement Aware Relation Module for 3D Detection
Yao Duan, Chenyang Zhu, Yuqing Lan, Renjiao Yi, Xinwang Liu, Kai Xu
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(23) Optimal Correction Cost for Object Detection Evaluation
Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
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(24) DESTR: Object Detection With Split Transformer
Liqiang He, Sinisa Todorovic
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(25) Towards End-to-End Unified Scene Text Detection and Layout Analysis
Shangbang Long, Siyang Qin, Dmitry Panteleev, Alessandro Bissacco, Yasuhisa Fujii, Michalis Raptis
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(26) End-to-End Referring Video Object Segmentation With Multimodal Transformers
Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin
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(27) Source-Free Object Detection by Learning To Overlook Domain Style
Shuaifeng Li, Mao Ye, Xiatian Zhu, Lihua Zhou, Lin Xiong
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(28) OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection
Dongchen Lu, Dongmei Li, Yali Li, Shengjin Wang
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(29) Exploring Geometric Consistency for Monocular 3D Object Detection
Qing Lian, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang
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(30) Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection
Dongli Xu, Jinhong Deng, Wen Li
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(31) QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection
Chenhongyi Yang, Zehao Huang, Naiyan Wang
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