ABOUT ME

Dr. Le is currently an assistant Professor in Department of Computer Science & Computer Engineering at University of Arkansas. She was a research associate in Department of Electrical and Computer Engineering (ECE) at Carnegie Mellon University (CMU) in 2018-2019. She received the Ph.D degree in ECE at CMU in 2018, ECE Master degree at CMU in 2015, CS Master Degree at University of Science, Vietnam in 2009 and CS Bachelor degree at University of Science, Vietnam in 2005.

Her current research interests focus on Image Understanding, Biometrics, Computer Vision, Machine Learning, Deep Learning, Reinforcement Learning, Medical Imaging, Genomics.

Her publications appear in top conferences including CVPR, MICCAI, ICCV, SPIE, IJCV, ICIP etc, and premier journals including JESA, TIP, PR, JDSP, TIFS, etc. She has co-authored 44+ journals, conference papers, and book chapters, 6+ patents and inventions. She co-organized the Deep Reinforcement Learning Tutorial for Medical Imaging at MICCAI 2018, Medical Image Learning with Less Labels and Imperfect Data workshop at MICCAI 2019, Precognition: Seeing through the Future at CVPR 2019. She has served as a reviewer for 10+ top-tier conferences and journals, including AAAI, CVPR, NIPS, ICCV, MICCAI, TIP, PR, IVC, etc

EDUCATION

RESEARCH INTERESTS

Image Understanding

Instance Semantic Segmentation.

Scene Parsing

Sep.2011 - May.2018

Carnegie Mellon University, Pittsburgh, US

PhD in Electrical and Computer Engineering

Biometrics

Face Matching.
Face Matting
Facia Hair Segmentation

Machine Learning

Traditional Machine Learning (PCA, LDA, SVM).
Deep Learning
Reinforcement Learning

Medical Imaging

Detect, classify and segment tumor/abnormal cell.
Predict brain growth and AD development

Sep.2011 - May.2015

Carnegie Mellon University, Pittsburgh, US

Master in Electrical and Computer Engineering

May.2010 - Sep.2011

Concordia University, Canada

PhD Candidate in Computer Science

Sep.2006 - May.2009

University of Sciences, Vietnam

Master in Computer Science

Sep.2001 - Sep.2005

University of Sciences, Vietnam

BS in Computer Science

Carnegie Mellon University

University of Arkansas

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