CV, Publications, and Presentations

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Publications and Papers

  • Scarafoni D, Telfer BA, Ricke DO, Thornton JR, Comolli J. Predicting Influenza A Tropism with End-to-End Learning of Deep Networks. Health security. 2019 Dec 1;17(6):468-76.
  • Chan, Michael, et al. “Learning Network Architectures of Deep CNNs under Resource Constraints.” Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 2018.
  • Bigelow E., Scarafoni D., Schubert, L., Wilson A. “On the Need for Imagistic Modeling in Story Understanding”, Biologically Inspired Cognitive Architectures 2014.
  • Scarafoni, D., Gordon, M., Lasecki, W., Bigham, J. Comparing Human and Automated Agents in a Coordinated Navigation Domain. University of Rochester Undergraduate Research Symposium. April 18th, 2014.

Posters and Presentations

  • Scarafoni, Daniel, Alexander Bockman, and Michael Chan. “Automatic target recognition and geo-location for side scan sonar imagery.” The Journal of the Acoustical Society of America 141.5 (2017): 3925-3925.
  • Scarafoni, D., Bigelow, E., Wilson, A., Schubert, L. “Imagistic Modeling in Story Understanding.” University of Rochester Undergraduate Research Symposium. April 18th, 2014.
  • Bigelow E., Scarafoni D., Schubert, L., Wilson A. “On the Need for Imagistic Modeling in Story Understanding”, Biologically Inspired Cognitive Architectures, oral presentation, 2014.
  • Scarafoni, D., Gordon, M., Lasecki, W., Bigham, J. “Comparing Human and Automated Agents in a Coordinated Navigation Domain .” University of Rochester Undergraduate Research Symposium. April 18th, 2014. Winner: Professors’ Choice Award.

Patents

  • Thornton Jason et al., inventor;. Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints. U.S Application No. 62/589647. Filing Date November 22, 2017. (pending)
  • Chan, Michael et al, Inventor. Methods for Detecting Objects-of-Interest in Underwater Environments. U.S Application No. 62/443085. Filing Date January 6, 2017. (pending)

Awards

  • 2018 President’s Fellow from Georgia Institute of Technology
  • Winner: 2016 MIT Lincoln Laboratory Tech Office Challenge
  • Golden Key International Honors Society
  • Donald M. Barnard Prize
  • 2014 Undergraduate Research Symposium Professor’s Choice Award
  • HackNY Spring 2014: Best Commandline Interface
  • Big Red Hacks Fall 2014: top 10 finalist