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SUN, Pengzhan 孙鹏展

 

SUN, Pengzhan
Ph.D. student


Email: pengzhan AT comp DOT nus DOT edu DOT sg
 
Contact: pengzhansun6 AT gmail DOT com
 
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About Me

I'm currently a Ph.D. student at National University of Singapore from 2024 Spring, a member of CVML@NUS.

I received B.S. degree (with Highest Honor) in Mathematics-Physics Fundamental Science from Yingcai Honors College at University of Electronic Science and Technology of China in 2022, supervised by Prof. Wen Li and Prof. Lixin Duan. I received Master of Computing in Artificial Intelligence from School of Computing, National University of Singapore in 2024, supervised by Prof. Angela Yao.

I focus on problems in machine learning and computer vision, where beautiful theory and practical methodology meet. My current research interests include but are not limited to 1) trustworthy VQA, 2) video understanding, and 3) pose estimation.

Education

 

University of Electronic Science and Technology of China (UESTC), China

Honours Bachelor Degree in Mathematics-Physics Fundamental Science (AI Specialization). Yingcai Honors College. • Sep. 2018 - Jun. 2022
Lab: Data Intelligence Group
Supervisors: Prof. Wen Li and Prof. Lixin Duan    Collaborated with Dr. Bo Wu
 

King Abdullah University of Science and Technology (KAUST), Saudi Arabia

Visiting Student Research Program. Computer, Electrical and Mathematical Sciences and Engineering. • Apr. 2022 - Aug. 2022
Lab: Vision-CAIR
Supervisor: Prof. Mohamed Elhoseiny    Collaborated with Prof. Li Erran Li
 

National University of Singapore (NUS), Singapore

Graduate Student (with Dissertation Option). School of Computing. • Aug. 2022 - Jan. 2024
PhD Student. School of Computing. • Jan. 2024 - Present
Lab: CVML@NUS
Supervisor: Prof. Angela Yao    Collaborated with Prof. Linlin Yang and Dr. Junbin Xiao

News

Preprints

 

Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition

Xunsong Li, Pengzhan Sun, Yangcen Liu, Lixin Duan, Wen Li.
IEEE Transactions on Multimedia (TMM), 2024. Under Review
[Paper] [Code]

Publications

 

ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment

Eslam Mohamed Bakr, Pengzhan Sun, Li Erran Li, Mohamed Elhoseiny.
AAAI Conference on Artificial Intelligence (AAAI), 2024.
[Paper] [Code] [Website]

 

Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers

Pengzhan Sun, Kerui Gu, Yunsong Wang, Linlin Yang, Angela Yao.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 (Oral).
[Paper] [Code] [Video]

 

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models

Eslam Mohamed Bakr, Pengzhan Sun, Xiaoqian Shen, Faizan Farooq Khan, Li Erran Li, Mohamed Elhoseiny.
IEEE International Conference on Computer Vision (ICCV), 2023.
[Paper] [Code] [Website]

 

Counterfactual Debiasing Inference for Compositional Action Recognition.

Pengzhan Sun, Bo Wu, Xunsong Li, Wen Li, Lixin Duan, Chuang Gan.
ACM International Conference on Multimedia (ACM MM), 2021.
[Paper] [Code] [Poster] [Slideshow]

Services

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