Lin Sui (隋霖)
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隋 霖
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About Me
I'm currently an Algorithm Researcher at 4Paradigm.
I obtained my M.Sc. degree from the School of Artificial Intelligence at Nanjing University in June 2023, under the supervision of Prof Jianxin Wu. I was a member of the LAMDA Group. , led by professor Zhi-Hua Zhou.
Prior to this, I received my B.Sc. degree from the School of Software Engineering at Xi'an Jiaotong University (XJTU) in June 2020. In the same year, I was admitted to pursue for a M.Sc. degree in Nanjing University without entrance examination.Research Interests
My research interests include: Machine Learning and Computer Vision. Currently, I'm focused on:
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Video Understanding.
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Deep Learning with Resource Constrained.
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Video/Image Generation.
Publications [Google Scholar Page]
Journal Articles
Lin Sui, Chen-Lin Zhang, and Jianxin Wu. Salvage of Supervision in Weakly Supervised Object Detection and Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(8), 2023: 10394-10408. [paper]
Conference Articles
*Sha Guo, *Lin Sui, Chen-Lin Zhang, Zhuo Chen, Wenhan Yang, and Lingyu Duan. A Unified Image Compression Method for Human Perception and Multiple Vision Tasks. In Proceedings of the 17th European Conference on Computer Vision (ECCV), 2024, pp. xxxx-xxxx. [paper]
Lin Sui, Chen-Lin Zhang, Lixin Gu and Feng Han. A Simple and Efficient Pipeline To Build an End-to-End Spatial-Temporal Action Detector. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 5999-6008. [paper]
Lin Sui, Chen-Lin Zhang, and Jianxin Wu. Salvage of Supervision in Weakly Supervised Object Detection. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 14227-14236. [paper]
Conference Workshop Articles
Shuming Liu, Lin Sui, Chen-Lin Zhang, Fangzhou Mu, Chen Zhao, Bernard Ghanem. Harnessing Temporal Causality for Advanced Egocentric Video Understanding. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024. [paper]
Lin Sui, Fangzhou Mu, Yin Li. NMS Threshold matters for Ego4D Moment Queries. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023. [paper]
Chen-Lin Zhang, Lin Sui, Fangzhou Mu, Yin Li. Seperate Features Matter for Detecting Egocentric Actions. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023.[paper]
Chen-Lin Zhang, Lin Sui, Abrar Majeedi, Viswanatha Reddy Gajjala, Yin Li. Detecting Egocentric Actions with ActionFormer. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022.[paper]
Preprint
Shuming Liu, Lin Sui, Chen-Lin Zhang, Fangzhou Mu, Chen Zhao, Bernard Ghanem. Harnessing Temporal Causality for Advanced Temporal Action Detection. In arxiv:2407.17792, 2024. [paper]
Services
Conference Reviewers
CVPR2023/2024
ECCV2024
ICCV2023
WACV2024/2025
Journal Reviewers
Elsevier Journal of Pattern Recognition (PR)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Awards & Hornors
The First place in the Action Detection track of Ego4D 2024 Challenge(CVPR 2024 workshop), 2024
The First place in the Action Detection track of EPIC-KITCHENS-100 2024 Challenge(CVPR 2024 workshop), 2024
The First place in the Action Recognition track of EPIC-KITCHENS-100 2024 Challenge(CVPR 2024 workshop), 2024
The First place in the Audio-Based Interaction Detection track of EPIC-KITCHENS-100 2024 Challenge(CVPR 2024 workshop), 2024
Outstanding Thesis of Nanjing University, 2024
Outstanding Graduate of Nanjing University, 2023
Outstanding Thesis of School of Artificial Intelligence, 2023
The First place in the Action Detection track of EPIC-KITCHENS-100 2023 Challenge(CVPR 2023 workshop), 2023
The second place in the Moments queries (MQ) track of Ego4D 2023 Challenge(CVPR 2023 workshop), 2023
Suzhou Yucai Scholarship, Nanjing University, 2022
The second place in the Action Detection track of EPIC-KITCHENS-100 2022 Challenge(CVPR 2022 workshop), 2022
Outstanding Graduate of Xi'an Jiaotong University, 2020
National scholarship, 2018 & 2019.
First-class Scholarship of Xi'an Jiaotong University, 2017