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Quasi-Dense Instance Similarity Learning

Jun 11, 2020
Jiangmiao Pang, Linlu Qiu, Haofeng Chen, Qi Li, Trevor Darrell, Fisher Yu

* SOTAs on multiple object tracking and one-shot object detection 

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Side-Aware Boundary Localization for More Precise Object Detection

Dec 09, 2019
Jiaqi Wang, Wenwei Zhang, Yuhang Cao, Kai Chen, Jiangmiao Pang, Tao Gong, Jianping Shi, Chen Change Loy, Dahua Lin

* Technical Report 

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MMDetection: Open MMLab Detection Toolbox and Benchmark

Jun 17, 2019
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report of MMDetection. 11 pages 

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Libra R-CNN: Towards Balanced Learning for Object Detection

Apr 04, 2019
Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin

* To appear at CVPR 2019 

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R$^2$-CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images

Mar 30, 2019
Jiangmiao Pang, Cong Li, Jianping Shi, Zhihai Xu, Huajun Feng

* 13 pages. Accepted to IEEE Transactions on Geoscience and Remote Sensing 

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$\mathcal{R}^2$-CNN: Fast Tiny Object Detection in Large-scale Remote Sensing Images

Feb 16, 2019
Jiangmiao Pang, Cong Li, Jianping Shi, Zhihai Xu, Huajun Feng

* 13 pages. Accepted to IEEE Transactions on Geoscience and Remote Sensing 

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Hybrid Task Cascade for Instance Segmentation

Jan 22, 2019
Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report. Winning entry of COCO 2018 Challenge (object detection task) 

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FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction

Jan 11, 2019
Shuyang Sun, Jiangmiao Pang, Jianping Shi, Shuai Yi, Wanli Ouyang

* NeurIPS 2018. Code available at https://github.com/kevin-ssy/FishNet 

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