Curriculum Vitae

Assistant Professor of Computer Science at East Carolina University. Interested in Computer Vision and Computer Graphics research. Received a Ph.D in Computer Science at Brigham Young University.

LinkedIn / Google Scholar / ORCID

ECU Computer Vision Lab

Current Research Topics

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Selected Publications

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Transformer networks are robust learners of source localization for EEG measurements

David Marvin Hart, Simon Polishchuk and Moritz Dannhauer

Journal of Neural Engineering

Paper / bioRxiv / Code

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Optimization-Free Style Transfer for 3D Gaussian Splats

Raphael Du Sablon, David Hart

WACV 2026

Paper / arXiv / Code / Video

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A Framework for Evaluating Predicted Sperm Trajectories in Crowded Microscopy Videos

David Hart, Kylie Cashwell, Anita Bhandari, Jayath Premasinghe, Cameron Schmidt

PLOS Computational Biology

Paper / Code

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Improving Masked Style Transfer using Blended Partial Convolution

Seyed Hadi Seyed, Ayberk Canserver, David Hart

Paper / arXiv / Code

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Improving Graph Networks Through Selection-based Convolution

David Hart, Bryan Morse

WACV 2024

Paper / Supplemental / Code

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Interpolated SelectionConv for Spherical Images and Surfaces

David Hart, Michael Whitney, Bryan Morse

WACV 2023

Project Page / Paper / Supplemental / arXiv / Code

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SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data

David Hart, Michael Whitney, Bryan Morse

ECCV 2022

Project Page / Paper / Supplemental / arXiv / Code

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Generalized Fluid Carving with Fast Lattice-guided Seam Computation

Sean Flynn, David Hart, Bryan Morse, Seth Holladay, Parris Egbert

SIGGRAPH Asia 2021

Paper / Video

Other Publications

Education