K-Net: Towards Unified Image Segmentation
Wenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy
arXiv:2106.14855, 2021
New state of the art on COCO Panoptic Segmentation and ADE20K Semantic Segmentation datasets.
Seesaw Loss for Long-Tailed Instance Segmentation
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2021
Key component for the 2nd runner-up method in LVIS Challenge 2020.
[Paper] [Code]
Exploring Data Augmentation for Multi-Modality 3D Object Detection
Wenwei Zhang, Zhe Wang, Chen Change Loy
arXiv:2012.12741, 2020
Method for the Best PKL Award in 3rd nuScenes detection challenge of 5th AI Driving Olympics, NeurIPS 2020
[Paper] [Code]
Side-Aware Boundary Localization for More Precise Object Detection
Jiaqi Wang, Wenwei Zhang, Yuhang Cao, Kai Chen, Jiangmiao Pang, Tao Gong, Jianping Shi, Chen Change Loy, Dahua Lin
European Conference on Computer Vision (ECCV) , 2020 (spotlight)
Key component for the 1st place method in COCO Detection Challenge 2019.
[Paper] [Code]
EcoNAS: Finding Proxies for Economical Neural Architecture Search
Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2020
Robust Multi-Modality Multi-Object Tracking
Wenwei Zhang, Hui Zhou, Shuyang Sun, Zhe Wang, Jianping Shi, Chen Change Loy
International Conference on Computer Vision (ICCV) , 2019
[Paper] [Code] [Project Page] [Poster]
StripNet: Towards Topology Consistent Strip Structure Segmentation
Guoxiang Qu*, Wenwei Zhang*, Zhe Wang, Xing Dai, Jianping Shi, Junjun He, Fei Li, Xiulan Zhang, Yu Qiao.
ACM International Conference on Multimedia (ACM MM) , 2018
Before the Rise of Machines, The beginning of Consciousness and the Human Intelligence
H. J. Cai, Tianqi Cai, Wenwei Zhang, Kai Wang
Tsinghua University Press, 2017
Awarded the Wu Wenjun Award for Science and Technology of Artificial Intelligence in 2017.