Yulu Pan

I'm a first year Master's student at the University of North Carolina at Chapel Hill in the Department of Computer Science.

I'm currently working with Prof. Gedas Bertasius on fine-grained skill analysis and Zylka lab on spontaneous pain measurement from mouse.

I graduated May 2023 from UNC with a B.S. in Computer Science and a B.A. in Mathematics. I worked with Prof. Roni Sengupta in computer vision.

Email  /  CV  /  Google Scholar  /  Github  /  LinkedIn

profile photo
Research

I'm interested in machine learning, computer vision, and software engineering.

Publication
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing
Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak Patel, Daniel McDuff*, Soumyadip Sengupta*
WACV, 2024, Oral, Top 2.6%
Project Page / Pre-print / Code

Neural Motion Transfer serves as an effective data augmentation technique for PPG signal estimation from facial videos. We devise the best strategy to augment publicly available datasets with motion augmentation, improving up to 75% over SOTA techniques on five benchmark datasets.

Semi-Supervised Semantic Segmentation with Multi-Reliability and Multi-Level Feature Augmentationg
JianJian Yin, Zhichao Zheng, Yulu Pan, Yanhui Gu, Yi Chen*
Expert Systems with Applications, Volume 233, 15 December 2023, 120973
Paper / Code

Introducing a multi-reliability and multi-level feature augmentation framework for semi-supervised semantic segmentation, effectively utilizing labeled and unlabeled images and improving segmentation performance on benchmark datasets.

Misc

I am enthusiastic in helping other students succeed in computer science. I have shared my knowledge and support students' learning journey in the following course:

University of North Carolina at Chapel Hill, Undergraduate Learning Assistant:

  • COMP 301: Foundations of Programming
  • COMP 116: Introduction to Scientific Programming

Brandeis University, Teaching Assistant:

  • COSI 21A: Data Structures and the Fundamentals of Computing

Cloned from Jon Barron.