Jiabao Wang

PhD student, Nankai University

Jiabao Wang (王家宝) is a PhD student at Nankai University, advised by Prof. Ming-Ming Cheng and Prof. Qibin Hou. His research interests include computer vision and deep learning, particularly focusing on 2D/3D/Oriented object detection, occupancy prediction and forecasting in autonomuos driving, etc. He is also currently learning the knowledge about image synthesis and generative models.

Latest News

  • 2024/09 -- Our paper (OPUS: Occupancy Prediction Using a Sparse Set) got accepted by NeurIPS 2024!
  • 2024/09 -- We release a initial version code of OPUS, which is the first end-to-end occupancy network!
  • 2024/07 -- Our paper (Towards Stable 3D Object Detection) got accepted by ECCV 2024!
  • 2024/02 -- Our paper (CrossKD: Cross-Head Knowledge Distillation for Object Detection) got accepted by CVPR 2024!

Publications

* Eauql contribution. # Corresponding author.

Conference

OPUS: Occupancy Prediction Using a Sparse Set
Jiabao Wang*, Zhaojiang Liu*, Qiang Meng, Liujiang Yan, Ke Wang, Jie Yang, Wei Liu, Qibin Hou#, Ming-Ming Cheng.
NeruIPS 2024 (CCF-A)  
paper / code
Towards Stable 3D Object Detection
Jiabao Wang*, Qiang Meng*, Guochao Liu, Liujiang Yan, Ke Wang, Ming-Ming, Cheng, Qibin Hou#.
ECCV 2024 (CCF-B)  
project / paper / code / bibtex
CrossKD: Cross-Head Knowledge Distillation for Object Detection
Jiabao Wang*, Yuming Chen*, Zhaohui Zheng, Xiang Li, Ming-Ming Cheng, Qibin Hou#.
CVPR 2024 (CCF-A)  
paper / code / bibtex
Oriented R-CNN for Object Detection
Xingxing Xie, Gong Cheng#, Jiabao Wang, Xiwen Yao, Junwei Han.
ICCV 2021 (CCF-A)  
paper / code / bibtex

Journal

Oriented R-CNN and Beyond
Xingxing Xie, Gong Cheng#, Jiabao Wang, Ke Li, Xiwen Yao, Junwei Han.
IJCV (SCI-I)  
paper / code / bibtex
Learning Orientation-Aware Distances for Oriented Object Detection
Chaofan Rao, Jiabao Wang, Gong Cheng, Xingxing Xie, Junwei Han.
TGRS (SCI-I)
paper / code
Anchor-Free Oriented Proposal Generator for Object Detection
Gong Cheng, Jiabao Wang, Ke Li, Xingxing Xie, Chunbo Lang, Yanqing Yao, Junwei Han.
TGRS (SCI-I)  
paper / dataset / code / bibtex

Open Source

He has participated as a core maintainer in following wonderful open source projects.

MMDetection

MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the OpenMMLab project.

MMRotate

MMRotate is an open-source toolbox for rotated object detection based on PyTorch. It is a part of the OpenMMLab project.

Internship Experience

DIDI
2023/04 - Present
Beijing, China

Research Scientist Intern

Worked with Qiang Meng, where we worked on 3D perception in autonomous driving.

OpenMMLab
2022/01 - 2022/09
Shanghai, China

Research Engineer Intern

Worked with Wenwei Zhang, where I was mainly responsible for maintaining MMDetection and MMRotate.

Education

2022/09 - Present, I am a Ph.D student at College of Computer Science, Nankai University, under the supervision of Prof. Ming-Ming Cheng and Qibin Hou.

2019/09 - 2022/03, I am a graduate student at School of Automation, Northwestern Polytechnical University, under the supervision of Prof. Junwei Han and Gong Cheng.

2015/09 - 2019/07, I was an undergraduate student at Honors College , Northwestern Polytechnical University.

Academic Services

Reviewers for CVPR / NeurIPS / ICLR / AAAI

Contact

You are very welcome to contact me regarding my research. I typically respond within a few days.
I can be contacted directly at jbwang [at] mail.nankai.edu.cn.