Yuping Zheng
Graduate Research Assistant @ University of Minnesota
About
Working on theoretical machine learning, specifically interested in stochastic optimization. Working on applied machine learning, specifically interested in Generative Adversarial neural network.
United States
Minneapolis
Industrial Automation
Computer Vision, Neural Networks, Image Processing, Image Segmentation, Data Science, Machine Learning, Optimal Control, Reinforcement Learning, Python (Programming Language), Stochastic Optimization, Generative Adversarial Networks (GANs), MATLAB
Experience
Graduate Research Assistant
University of Minnesota
Minneapolis, Minnesota, United States
Utilizing deep learning technique to solve the difficult Gamma-Hadron separation task. Working in the Zooniverse team under the supervision of Prof. Lucy Fortson.
Graduate Research Assistant
University of Minnesota
Minneapolis, Minnesota, United States
Working on a project on non-convex optimization under the supervision of Prof. Andrew Lamperski.
Graduate Teaching Assistant
University of Minnesota
Minneapolis, Minnesota, United States
Held office hour and graded for course Optimal Control and Reinforcement Learning, State Space Control.
Data Scientist/ Machine Learning Scientist Intern
3M
Minneapolis, Minnesota, United States
Automation of pressure sensitive adhesive debonding process - Reduced manual analysis process to order of minutes with minimal human intervention - Improved image quality through collaborative feedback loop with experiment technicians
Summer Intern
Zooniverse
Minneapolis, Minnesota, United States
Developed a patch-wise GAN model applied on the Floating Forest dataset from the citizen science platform Zooniverse.org. Contributed to a paper on Transfer Learning accepted by Human-in-the-loop workshop.
Education
University of Minnesota
Electrical Engineering, Minor in Data Science in Astrophysics
Dalian University of Technology
Electrical Engineering
Yuping Zheng's Contact Information
Phone
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