Email: sujinming0125@gmail.com
Address: Beijing, China
Jinming Su(苏金明)
News
[2024-02-26] One paper on semi-supervised learning is accepted by CVPR 2024.
[2023-06-12] We won the 1st place of Panoptic Segmentation & 1st place of Semantic Segmentation in the ACDC Workshop, CVPR 2023.
[2023-06-09] We won the 3rd place of Video Panoptic Segmentation in the 2nd PVUW Workshop, CVPR 2023.
[2023-03-31] Two papers (video object segmentation, instance segmentation) are accepted by the 2nd PVUW Workshop, CVPR 2023.
[2022-10-11] We won the 2nd place of BDD100K Multiple Object Tracking in the 2nd SSLAD Workshop, ECCV 2022.
[2022-10-08] We won the 1st place of Corner Case Detection in the 2nd SSLAD Workshop, ECCV 2022.
[2022-06-19] We won the 5th place of Video Object Segmentation in the 4th Youtube-VOS Workshop, CVPR 2022.
[2021-10-14] Code for IJCAI'21 SGNet are released [Code].
[2021-10-14] Code for T-IP'21 PurNet are released [Code].
[2021-10-13] Dataset and code for ICME'21 task-driven SOD (TSOD) are released [Project].
[2021-07-04] One paper on foreground object segmentation is accepted by T-IP 2021.
[2021-04-30] One paper on lane detection is accepted by IJCAI 2021.
[2021-03-06] One paper on task-driven SOD is accepted as oral paper by ICME 2021.
[2020-02-17] I join Meituan as an algorithm engineer.
[2019-12-10] I pass my Master Dissertation defense.
[2019-11-19] One paper on 360$^\circ$ SOD is accepted by J-STSP 2020.
[2019-07-22] One paper on boundary-aware SOD is accepted by ICCV 2019.
About
In 2020-2023, I worked as an algorithm engineer at Meituan (北斗计划).
I obtained my Master's degree (CS) in State Key Laboratory of Virtual Reality Technology and Systems, SCSE, Beihang University (BUAA), adviced by Prof. Jia Li [CVTEAM], in Jan. 2020. From 2018 to 2019, I worked as research assistant at Peng Cheng Laboratory.
Research Interests
- AIGC: image generation/editing, 3D generation
- 3D Vision: 3D reconstruction, NeRF
- Autonomous Driving: lane detection, depth estimation
- Scene Understanding: image/video segmentation, multiple object tracking
Visual Saliency: salient object detection (SOD)
Technical Reports
Text2Street: Controllable Text-to-image Generation for Street Views
Jinming Su*, Songen Gu*, Yiting Duan, Xingyue Chen and Junfeng Luo[arXiv]
InsCon:Instance Consistency Feature Representation via Self-Supervised Learning.
Junwei Yang, Ke Zhang, Zhaolin Cui, Jinming Su, Junfeng Luo and Xiaolin Wei[arXiv]
Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning.
Changqun Xia, Jia Li, Jinming Su and Yonghong Tian.[arXiv]
Learning a saliency evaluation metric using crowdsourced perceptual judgments.
Changqun Xia, Jia Li, Jinming Su and Ali Borji.[arXiv]
Publications
Selected Competitions
- 1st place of Panoptic Segmentation in the ACDC Workshop, CVPR 2023
- 1st place of Semantic Segmentation in the ACDC Workshop, CVPR 2023
- 3rd place of Video Panoptic Segmentation in the 2nd PVUW Workshop, CVPR 2023
- 2nd place of BDD100K Multiple Object Tracking in the 2nd SSLAD Workshop, ECCV 2022
- 1st place of Corner Case Detection in the 2nd SSLAD Workshop, ECCV 2022
- 5th place of Video Object Segmentation in the 4th Youtube-VOS Workshop, CVPR 2022
- 2nd prize of the National English Competition for College Students, 2015
- 1st prize of the Liaoning Province ACM-ICPC Contest, 2015
- 1st prize of the Liaoning Province ACM-ICPC Contest, 2014
- 2nd prize of the China Undergraduate Mathematical Contest in Modeling, 2014
- 1st prize of the Liaoning Province Undergraduate Mathematical Contest in Modeling, 2014
- 3rd prize of the Northeast Region ACM-ICPC Contest, 2014
Selected Honors and Awards
- Star of Basic Research & Development Business Group (10 of 2000+), in Meituan, 2022
- Meituan Academic Innovation Award (team award), in Meituan, 2021
- Star of Intelligent Traffic Business Group (39 of 2000+), in Meituan, 2021
- Outstanding Master Graduate of Beijing City, 2020
- Outstanding Master Graduate Thesis of Beihang University, 2020
- National Scholarship, 2019
- Huawei Scholarship, 2019
- Outstanding Student of Beihang University, 2019
- Merit Student of Beihang University, 2018/2019
- Outstanding Undergraduate Thesis of Northeastern University, 2017
- National Encouragement Scholarship, 2014/2015/2016
- Excellent Student of Northeastern University, 2014/2015
- Outstanding Innovation Individual of Northeastern University, 2014
- The Zhou Kun Scholarship, 2013/2014/2015/2016
Services and Activities
- Reviewer for journals: T-PAMI, T-IP, T-CSVT, T-IV
- Reviewer for conferences: CVPR, ICCV, ECCV
- Tech blog on "美团技术团队" WeChat public platform, 2023 [URL]
- Oral presentation in ACDC Workshop, CVPR 2023 [URL]
- Oral presentation in PVUW Workshop, CVPR 2023 [PDF]
- Oral presentation on "AI TIME" WeChat public platform, 2022 [URL]
- Poster presentation in Youtube-VOS Workshop, CVPR 2022 [URL]
- Tech blog on "机器之心" WeChat public platform, 2021 [URL]
- Poster presentation in VALSE 2021 [Poster]
Former Interns
- Chao Chen (IJCAI 2021), master student from Beihang University, intership 2020-2021. Now he is an engineer at ByteDance.
- Ruihong Yin (CVPRW 2023), master student from Beihang University, intership 2020-2021. Now she is a PhD student at the University of Amsterdam.
- Shuaibin Zhang (CVPRW 2023), master student from University of Chinese Academy of Sciences, intership 2021. Now he is an engineer at Baidu.
- Rui Ren (image editing), master student from Xidian University, intership 2023. He will join Meituan as an engineer in 2024.
- Songen Gu (image generation), master student from University of Chinese Academy of Sciences, intership 2023.