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Multi-Scale Aligned Distillation for Low-Resolution Detection


Sep 14, 2021
Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi Wang, Yukang Chen, Yanwei Li, Jiaya Jia

* In CVPR 2021 

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ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation


Aug 26, 2021
Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li

* IEEE Robotics and Automation Letters (RA-L). Preprint Version. Accepted August, 2021 

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Single-DARTS: Towards Stable Architecture Search


Aug 18, 2021
Pengfei Hou, Ying Jin, Yukang Chen

* Accepted by ICCV 2021 NeurArch Workshp 

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Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision


Aug 18, 2021
Yanwei Li, Hengshuang Zhao, Xiaojuan Qi, Yukang Chen, Lu Qi, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia

* Extended version of arXiv:2012.00720 

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Scale-aware Automatic Augmentation for Object Detection


Mar 31, 2021
Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia

* Accepted by CVPR 2021 

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Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track


Oct 06, 2020
Zeming Li, Yuchen Ma, Yukang Chen, Xiangyu Zhang, Jian Sun

* 1st Place Technical Report in ICCV2019/ ECCV2020: MegDetV2 

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Stitcher: Feedback-driven Data Provider for Object Detection


Apr 26, 2020
Yukang Chen, Peizhen Zhang, Zeming Li, Yanwei Li, Xiangyu Zhang, Gaofeng Meng, Shiming Xiang, Jian Sun, Jiaya Jia

* Technical Report 

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Learning Dynamic Routing for Semantic Segmentation


Mar 23, 2020
Yanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang, Xingang Wang, Jian Sun

* Accepted by CVPR 2020 as Oral 

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PointINS: Point-based Instance Segmentation


Mar 13, 2020
Lu Qi, Xiangyu Zhang, Yingcong Chen, Yukang Chen, Jian Sun, Jiaya Jia

* In submission 

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DetNAS: Neural Architecture Search on Object Detection


Mar 26, 2019
Yukang Chen, Tong Yang, Xiangyu Zhang, Gaofeng Meng, Chunhong Pan, Jian Sun


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EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search


Jan 17, 2019
Jiemin Fang, Yukang Chen, Xinbang Zhang, Qian Zhang, Chang Huang, Gaofeng Meng, Wenyu Liu, Xinggang Wang


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Joint Neural Architecture Search and Quantization


Nov 23, 2018
Yukang Chen, Gaofeng Meng, Qian Zhang, Xinbang Zhang, Liangchen Song, Shiming Xiang, Chunhong Pan


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Reinforced Evolutionary Neural Architecture Search


Sep 07, 2018
Yukang Chen, Qian Zhang, Chang Huang, Lisen Mu, Gaofeng Meng, Xinggang Wang


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