Publication

Updated on June 23, 2021.

Scale-aware Automatic Augmentation for Object Detection
Yukang Chen*, Yanwei Li*, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021.
[Paper] [Code]

DetNAS: Backbone Search for Object Detection
Yukang Chen*, Tong Yang*, Xiangyu Zhang, Gaofeng Meng, Xinyu Xiao, Jian Sun.
Conference on Neural Information Processing Systems (NeurIPS) 2019.
[Paper] [Code]

Reinforced Evolutionary Neural Architecture Search
Yukang Chen, Gaofeng Meng, Qian Zhang, Shiming Xiang, Chang Huang, Lisen Mu, Xing gang Wang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019.
[Paper] [Code]

Learning Dynamic Routing for Semantic Segmentation
Yanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang, Xingang Wang, Jian Sun.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020.
[Paper] [Code]

PointINS: Point-based instance segmentation
Lu Qi*, Yi Wang*, Yukang Chen*, Yingcong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2021.
[Paper]

EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search
Jiemin Fang*, Yukang Chen*, Xinbang Zhang, Qian Zhang, Xingang Wang.
Journal on Science China Information Sciences.
[Paper] [Code]

Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track
Zeming Li, Yuchen Ma, Yukang Chen, Xiangyu Zhang, Jian Sun.
1st place in the Micro-soft COCO Instance Segmentation Challenge
In ICCV 2019 Workshop.
[Technical Report]