Harmonization and Targeted Feature Dropout for Generalized Segmentation: Application to Multi-site Traumatic Brain Injury Images. - Yilin Liu; Gregory R. Kirk; Brendon M. Nacewicz; Martin A. Styner; Mingren Shen; Dong Nie; Nagesh Adluru; Benjamin Yeske; Peter A. Ferrazzano; Andrew L. Alexander (DART/MIL3ID@MICCAI, 2019)

Assessing Graph-based Deep Learning Models for Predicting Flash Point. - Xiaoyu Sun; Nathaniel J. Krakauer; Alexander Politowicz; Wei-Ting Chen; Qiying Li; Zuoyi Li; Xianjia Shao; Alfred Sunaryo; Mingren Shen; James Wang; Dane Morgan (CoRR, 2020)

Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation. - Nick Lawrence; Mingren Shen; Ruiqi Yin; Cloris Feng; Dane Morgan (CoRR, 2020)

A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion Irradiations. - Mingren Shen; Guanzhao Li; Dongxia Wu; Yudai Yaguchi; Jack C. Haley; Kevin G. Field; Dane Morgan (CoRR, 2021)

Multi defect detection and analysis of electron microscopy images with deep learning. - Mingren Shen; Guanzhao Li; Dongxia Wu; Yuhan Liu; Jacob Greaves; Wei Hao; Nathaniel J. Krakauer; Leah Krudy; Jacob Perez; Varun Sreenivasan; Bryan Sanchez; Oigimer Torres; et al. (CoRR, 2021)

Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs. - Ryan Jacobs; Mingren Shen; Yuhan Liu; Wei Hao; Xiaoshan Li; Ruoyu He; Jacob R. C. Greaves; Donglin Wang; Zeming Xie; Zitong Huang; Chao Wang; Kevin G. Field; et al. (CoRR, 2021)

Machine learning for interpreting coherent X-ray speckle patterns. - Mingren Shen; Dina Sheyfer; Troy David Loeffler; Subramanian K. R. S. Sankaranarayanan; G. Brian Stephenson; Maria K. Y. Chan; Dane Morgan (CoRR, 2022)

Query Time Optimized Deep Learning Based Video Inference System. - Mingren Shen; Shuoxuan Dong; Xiuyuan He (CoRR, 2022)

The effect of self-efficacy and pair programming experience in learning results of introductory programming courses. - Yifan Mei; Heng Ping; Mingren Shen (CoRR, 2024)