Xiaokang Chen / 陈小康
Xiaokang Chen / 陈小康
Master Student at Peking University
pkucxk@pku.edu.cn

Xiaokang Chen

I am currently a third-year Master student at Peking University (PKU), supervised by Professor Gang Zeng. Before that, I received my Bachelor’s degree at Peking University in July 2019.


My research interests are in Computer Vision, including 2D/2.5D Semantic Segmentation, Semantic Scene Completion and Object Detection.


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News
  • 2021.12   One paper is accepted by AAAI 2022!
  • 2021.07   Our Conditional DETR is accepted by ICCV 2021! Code is available here.
  • 2021.07   I am selected as "Top 10 Outstanding Researcher" (学术十杰), EECS of Peking University.
  • 2021.07   One paper is accepted by ACM MM 2021!
  • 2021.06   I have released the code and data for our CVPR 2021 paper CPS. Please check here.
  • 2021.03   One paper is accepted by CVPR 2021!
  • 2020.07   One paper is accepted by ECCV 2020!
  • 2020.06   Joined MSRA as a research intern.
  • 2020.05   One paper is accepted by ICIP 2020!
  • 2020.03   One paper is accepted by CVPR 2020!

Publications ( Google Scholar)

Jiaxiang Tang*, Xiaokang Chen*, Jingbo Wang* and Gang Zeng (*: Equal Contribution)
Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective
AAAI Conference on Artificial Intelligence (AAAI), 2022
[paper]
Depu Meng*, Xiaokang Chen*, Zejia Fan, Gang Zeng, Houqiang Li, Yuhui Yuan, Lei Sun and Jingdong Wang (*: Equal Contribution)
Conditional DETR for Fast Training Convergence
International Conference on Computer Vision (ICCV), 2021
[Paper] [Code]
Xiaokang Chen, Yuhui Yuan, Gang Zeng and Jingdong Wang
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code] [Poster] [Slides] [Video (YouTube)]
Xiaokang Chen, Kwan-Yee Lin, Jingbo Wang, Wayne Wu, Chen Qian, Hongsheng Li, and Gang Zeng
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
European Conference on Computer Vision (ECCV), 2020
[Paper] [Code]
Xiaokang Chen, Kwan-Yee Lin, Chen Qian, Gang Zeng and Hongsheng Li
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper] [Code] [Supplementary Material] [Demo Video]
Jiaxiang Tang, Xiaokang Chen and Gang Zeng
Joint Implicit Image Function for Guided Depth Super-Resolution
ACM Multimedia (ACM MM), 2021
[Paper] [Code]
Xiaokang Chen, Yajie Xing and Gang Zeng
Real-time Semantic Scene Completion Via Feature Aggregation and Conditioned Prediction
International Conference on Image Processing (ICIP), 2020
Yajie Xing, Jingbo Wang, Xiaokang Chen and Gang Zeng
2.5D Convolution for RGB-D Semantic Segmentation
International Conference on Image Processing (ICIP), 2019
Yajie Xing, Jingbo Wang, Xiaokang Chen and Gang Zeng
Coupling Two-Stream RGB-D Semantic Segmentation Network by Idempotent Mappings
International Conference on Image Processing (ICIP), 2019

Education

  • [2019.09-2022.07]   Master student at Key Laboratory of Machine Perception (MOE), School of EECS, Peking University.
  • [2015.09-2019.07]   Bachelor of Science at School of EECS, Peking University.

Experiences

Selected Honors

  • Award for Academic Innovation, PKU, 2020-2021
  • Merit Student of Peking University, PKU, 2020-2021
  • National Scholarship, (Ministry of Education, People's Republic of China), 2020-2021
  • Top 10 Outstanding Researcher (学术十杰), EECS of Peking University, 2021
  • Huawei Scholarship, PKU, 2020-2021
  • Schlumberger Scholarship, PKU, 2019-2020
  • Merit Student of Peking University, PKU, 2019-2020
  • Award for Excellent Research, PKU, 2018-2019
  • Award for Academic Excellents, PKU, 2017-2018

Academic Activities

  • Conference reviewer of: CVPR (2022), ICCV (2021).
  • Journal reviewer of: IJCV (2021), TPAMI (2021).
Xiaokang Chen @2021      Total Visitors: conter12