Shuzhou Sun
Ph.D. candidate
Center for Machine Vision and Signal Analysis, University of Oulu, Finland
Research Interests: Deep learning; Computer vision; Causal inference
E-mail: shuzhou.sun{at}oulu.fi

Biography

I am a second-year PhD candidate at Machine Vision and Signal Analysis (CMVS) in University of Oulu , Finland, supervised by Prof. Li Liu and Prof. Janne Heikkilä. Before that, I got B.Eng degree from Henan Agricultural University in 2018, and received MSc.Eng degree from Shanghai Normal University in 2022. My research interests include deep learning, computer vision, and causal inference.

Publications

* co-first author
Unbiased Scene Graph Generation via Two-stage Causal Modeling
Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Qing Liao and Li Liu
in TPAMI, 2023

Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation
Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä and Li Liu
in ICLR, 2023

FastAL: Fast Evaluation Module for Efficient Dynamic Deep Active Learning using Broad Learning System
Shuzhou Sun, Huali Xu, Yan Li, Ping Li, Bin Sheng and Xiao Lin
in TCSVT, 2023

Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning
Wei Huang*, Shuzhou Sun*, Xiao Lin, Ping Li, Zhu Lei, Jihong Wang, C. L. Philip Chen and Bin sheng
in TNNLS, 2022

EAPT: Efficient Attention Pyramid Transformer for Image Processing
Xiao Lin*, Shuzhou Sun*, Wei Huang, Bin Sheng, Ping Li, and David Dagan Feng
in TMM, 2021

Academic Service

Reviewer of TCSVT, ICME, PR, PRL

Updated on Jun. 4, 2023.