Tuan Dinh

  • PhD student in Computer Sciences
  • Address: Room 5780 MSC, 1300 University Avenue, Madison, WI
  • Email: tuandinh@cs.wisc.edu

I am a graduate student (2nd year) in Computer Sciences at the University of Wisconsin-Madison, advised by Prof. Vikas Singh. I received my B.Eng in Computer Sciences (honor) from the University of Technology, VNU in 2015.

My current research spans the areas of Machine Learning, mainly focusing on Deep Generative Models and theirs applications in Medical Imaging Analysis.

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Projects

  • Graph Generative Models (Dec 2017 - Present)
  • Graph Completion (Jun 2017 - Present)
  • Electrial Health Records Mining (Sep 2015 - Jul 2016)
  • Epidemics Surveillance System (Jan 2015 - Aug 2015)

Publications

  • Simple Baselines for Structured GANs, 2018 (Under review)
  • Sathya N. Ravi, Tuan Dinh, Vishnu Sai Rao Lokhande, Vikas Singh, Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision , https://arxiv.org/abs/1803.06453, 2018 (Under review)
  • (Abstract) Tuan Dinh, Sathya Ravi, WonHwa Kim, Nagesh Adluru, Rebecca Koscik, Cynthia Carlsson, Sterling C.Johnson, Vikas Singh, Graph Imputation techniques for estimating amyloid positivity from longitudinalcognitive and MRI measurements for efficient secondary prevention trials, 10th edition of Clinical Trials onAlzheimer’s Disease (CtaD2017), Boston, MA - USA, 2017
  • Dinh, T. Q., Le, H. V.*, Cao, T. H., Diep, H. T., Luong, Q. C., Forecasting the Magnitude of Dengue in Southern Vietnam. In Proceedings of the 8th Asian Conference on Intelligent Information and Database Systems, Springer, 2016

Technical Reports

  • Tuan Dinh, Kurtis Liu, Varun Sah, An Analysis Of Generative Adversarial Networks Toward Addressing Mode Collapse, 2017 pdf

Teaching, Courses and Awards

Teaching Assistant

  • Spring 2017: CS540 Introduction to Artificial Intelligence, UW-Madison
  • Fall 2016: CS540 Introduction to Artificial Intelligence, UW-Madison
  • Spring 2016: Introduction to Artificial Intelligence, HCMUT-VNU
  • Fall 2015: Introduction to Programming, HCMUT-VNU

Awards

  • Spring 2015: University Gold Medal, HCMUT-VNU