My name is Zhuoran Yu and I am a first-year CS Ph.D student at UW-Madison advised by Prof. Yong Jae Lee.
My research interests span in various domains within computer vision and machine learning. My recent work focuses on:Label Efficient Learning: Semi-/Self-supervised Learning
Robust Deep Learning: Long-tail Recognition, OOD Detection
Fundamental Vision Tasks: Object Detection, Pose Estimation
Group R-CNN for Weakly Semi-supervised Object Detection with Points
Shilong Zhang*, Zhuoran Yu*, Liyang Liu*, Xinjiang Wang, Aojun Zhou, Kai Chen (* equal contribution)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[arxiv]
code]
Scale-Equalizing Pyramid Convolution for Object Detection
Xinjiang Wang*, Shilong Zhang*, Zhuoran Yu, Litong Feng, Wayne Zhang (* equal contribution)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[arxiv]
code]
Applied Scientist Intern, AWS AI (May 2022 - August 2022)
Research Intern, SenseTime (May 2019 - December 2019)
Teaching Assistant: CS 354 Intro to Computer Systems (September 2021 - December 2021)
Teaching Assistant: CS 7643 Deep Learning (January 2020 - April 2021)
Teaching Assistant: CS 7641 Machine Learning (January 2019 - April 2019)
First-year Scholarship, UW-Madison (2021)
Arthur Beaumont Memorial Scholarship, University of Waterloo (2018)