Jun Wang
junwang [AT] umiacs [DOT] umd [DOT] edu

Jun is currently a Ph.D. candidate in Electrical and Computer Engineering at University of Maryland, College Park, where he is co-advised by Prof. Larry S. Davis and Prof. Joseph F. JaJa. He is also affiliated with University of Maryland Institute for Advanced Computer Studies (UMIACS). His research primarily focuses on object detection, 3D scene understanding, and multi-modal learning.

He has strong knowledge and hands-on experience in the large-scale datasets for autonomous driving, e.g., KITTI, Waymo, nuScenes, SemanticKITTI and Argoverse. Also, he has multiple years of coursework/industry experience in integrated circuit design using RTL and high level synthesis tools. Recently, he's been fortunate to work with Dr. Kishore Prahallad (Apple), Dr. Mingfei Gao and Dr. Ran Xu (Salesforce Research), and Dr. Siheng Chen (Mitsubishi Electric Research Laboratories). Prior to that, he obtained his M.Sc. degree in Electrical and Computer Engineering from University of Michigan, Ann Arbor in 2017 and B.Eng. degree from Beijing Institute of Technology, China in 2015.

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What's New


Selected Projects

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M3DETR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers
Jun Wang*, Tianrui Guan*, Shiyi Lan, Rohan Chandra, Zuxuan Wu, Larry S. Davis, Dinesh Manocha
Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, January 2022. (* equal contribution)

paper / slides / code / bibtex 
@InProceedings{Guan_2022_WACV,
    author    = {Guan, Tianrui and Wang, Jun and Lan, Shiyi and Chandra, Rohan and Wu, Zuxuan and Davis, Larry and Manocha, Dinesh},
    title     = {M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
    month     = {January},
    year      = {2022},
    pages     = {772-782}
}
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InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling
Jun Wang*, Shiyi Lan*, Mingfei Gao, Larry S. Davis
European Conference on Computer Vision (ECCV), Virtual, August 2020. (* equal contribution)

paper / slides / bibtex 
@inproceedings{wang2020infofocus,
  title={Infofocus: 3d object detection for autonomous driving with dynamic information modeling},
  author={Wang, Jun and Lan, Shiyi and Gao, Mingfei and Davis, Larry S},
  booktitle={European Conference on Computer Vision},
  pages={405--420},
  year={2020},
  organization={Springer}
}

Academic Service


Experience

                           

Fine-tuning from Xitong Yang and Jon Barron!