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Towards Balanced Learning for Instance Recognition


Aug 23, 2021
Jiangmiao Pang, Kai Chen, Qi Li, Zhihai Xu, Huajun Feng, Jianping Shi, Wanli Ouyang, Dahua Lin

* Accepted by IJCV. Journal extension of paper arXiv:1904.02701 

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Self-Adversarial Disentangling for Specific Domain Adaptation


Aug 11, 2021
Qianyu Zhou, Qiqi Gu, Jiangmiao Pang, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma


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Context-Aware Mixup for Domain Adaptive Semantic Segmentation


Aug 11, 2021
Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma


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Probabilistic and Geometric Depth: Detecting Objects in Perspective


Jul 29, 2021
Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin


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K-Net: Towards Unified Image Segmentation


Jun 28, 2021
Wenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy

* Technical Report 

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FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection


Apr 22, 2021
Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin

* Technical report for the best vision-only method (1st place of the camera track) in the nuScenes 3D detection challenge of NeurIPS 2020 

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Seesaw Loss for Long-Tailed Instance Segmentation


Aug 23, 2020
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report for LVIS Challenge 2020 https://www.lvisdataset.org/challenge_2020 

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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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