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Jiayuan He

University of Waterloo - Research Assistant Professor

Jiayuan He is a Research Assistant Professor at the University of Waterloo, specifically in the Systems Design Engineering Department. His research focuses on advanced topics such as deep learning, machine learning, object detection, and robotic vision. He is currently leading several projects that include:

  • Food image analysis
  • Medical imaging for COVID-19
  • Efficient Neural Radiance Field
  • Data augmentation using diffusion models for food and cancer images
  • 3D human pose and motion analysis for hockey games
  • Human avatar and motion generation from 2D images and videos

Additionally, Jiayuan He has contributed to the fields of implicit representation for 3D and 2D geometries and multi-task learning for robotic vision problems.124

Before his current role, he served as a postdoctoral researcher at the University of Waterloo, where he worked on various projects involving building footprint segmentation, disease detection in crops, and robotic bin picking.34 Jiayuan He holds a Bachelor’s degree in mechanical engineering from Shanghai Jiao Tong University.4

He is also involved in academic conferences, having served as a co-chair for notable events such as the Annual Conference on Vision and Intelligent Systems (CVIS) and the Innovative Applications of Artificial Intelligence (IAAI) conference.3

Highlights

Nov 30 · Nature.com
Multi-day dataset of forearm and wrist electromyogram for hand ... - Nature.com
Multi-day dataset of forearm and wrist electromyogram for hand ... - Nature.com
Nov 30 · Nature.com
Multi-day dataset of forearm and wrist electromyogram for hand ... - Nature.com
Multi-day dataset of forearm and wrist electromyogram for hand ... - Nature.com

Related Questions

What are Jiayuan He's main research interests at the Waterloo Engineering Bionics Lab?
How does Jiayuan He's work in EMG and ECG signal processing contribute to adaptive prosthesis control?
What specific projects is Jiayuan He currently leading at the University of Waterloo?
How has Jiayuan He's research impacted the field of bionics?
What are some notable publications by Jiayuan He?
Jiayuan He
Jiayuan He, photo 1
Jiayuan He, photo 2
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Location

Waterloo, Ontario, Canada