Yilin Liu
Graduate Research Assistant
Chapel Hill, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolYilin Liu is a PhD computer science student and graduate research assistant at UNC-Chapel Hill with nine years of experience applying deep learning to image reconstruction and inverse problems, currently focused on self-supervised methods for accelerated MRI. She has industry research experience from Siemens Healthineers and a strong neuroscience grounding from a BS in Neuroscience at UW–Madison, which informs her work on medical imaging and tiny subcortical structure segmentation. Yilin blends theoretical understanding and practical system-building, publishing and coding work available through her personal homepage and GitHub. Her background uniquely combines neuroscience domain knowledge with advanced machine learning techniques to tackle clinically relevant imaging challenges.
8 years of coding experience
2 years of employment as a software developer
Bachelor of Science - BS, Neuroscience, Bachelor of Science - BS, Neuroscience at University of Wisconsin-MadisonDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of North Carolina at Chapel Hill
Chinese, English, Chinese
Github Skills (51)
dcgan10
image-translation10
generative-adversarial-network10
computer-graphics10
image-manipulation10
cyclegan10
translation9
convolutional-neural-networks9
pytorch9
semi-supervised-learning9
python9
machine-learning9
gpu9
deep-learning9
computer-vision9
Programming languages (2)
Github contributions (5)
YilinLiu97/Targeted-Feature-Dropout
Apr 2019 - Feb 2020
Contributions:22 commits, 21 pushes, 1 branch in 10 months
YilinLiu97/YilinLiu97.github.io
Jul 2021 - Jul 2023
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:215 pushes in 2 years
templategithub-pages-templatemmistakesmistakesjekyll
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