Publications
Peer-reviewed research in machine learning, robotics, and embedded systems.
4 papers · 2022 – 2026
FPGL: A Meta-Learned Implicit Neural Representation Framework for Medical Image Segmentation
Medical Image Analysis (In submission)
BibTeX
@article{vyas2026fpgl,
title = {FPGL: A Meta-Learned Implicit Neural Representation Framework for Medical Image Segmentation},
author = {Vyas, Kushal and Kim, Daniel and Veeraraghavan, Ashok and Balakrishnan, Guha},
journal = {Medical Image Analysis (in submission)},
year = {2026}
}
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
BibTeX
@inproceedings{vyas2026surprising,
title = {The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations},
author = {Vyas, Kushal and Kayabasi, Alper and Kim, Daniel and Saragadam, Vishwanath and Veeraraghavan, Ashok and Balakrishnan, Guha},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2026}
}
New Mexico Journal of Science
BibTeX
@article{kim2024oceanai,
title = {Engineered Underwater Vehicle for Ocean Litter Mapping},
author = {Kim, D.},
journal = {New Mexico Journal of Science},
year = {2024}
}
New Mexico Journal of Science
BibTeX
@article{kim2022tvc,
title = {Developing a Control Algorithm and Simulation for Thrust Vector Controlled Rockets},
author = {Kim, D. and Iturregui, A.},
journal = {New Mexico Journal of Science},
year = {2022}
}