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
