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

Xiaokang Chen

I am currently a third-year Master student (and an incoming Ph.D. 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 Self-Supervised Learning, 2D/2.5D Semantic Segmentation, Semantic Scene Completion and Object Detection.


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News
  • 2022.02   Please check our CAE, a novel MIM approach for self-supervised learning.
  • 2021.12   Joined Baidu as a research intern.
  • 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)

Xiaokang Chen, Mingyu Ding, Xiaodi Wang, Ying Xin, Shentong Mo, Yunhao Wang, Shumin Han, Ping Luo, Gang Zeng, Jingdong Wang
Context Autoencoder for Self-Supervised Representation Learning
Arxiv Preprint, 2022
[Paper]
Jiaxiang Tang, Xiaokang Chen, Jingbo Wang and Gang Zeng
Point Scene Understanding via Disentangled Instance Mesh Reconstruction
Arxiv Preprint, 2022
[Paper]
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]
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
Jiaxiang Tang, Xiaokang Chen and Gang Zeng
Joint Implicit Image Function for Guided Depth Super-Resolution
ACM Multimedia (ACM MM), 2021
[Paper] [Code]
Min Zhong, Xinghao Chen, Xiaokang Chen, Gang Zeng, Yunhe Wang
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation
IEEE International Conference on Multimedia and Expo (ICME), 2022
[Paper]
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

  • [2022.09-2024.07]   Phd. student at Key Laboratory of Machine Perception (MOE), School of EECS, Peking University.
  • [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: NeurIPS (2022), ICML (2022), CVPR (2022), ECCV (2022), ICCV (2021).
  • Journal reviewer of: TIP (2022), IJCV (2021), TPAMI (2021).