| Deep optical coding design in computational imaging: a data-driven framework H Arguello, J Bacca, H Kariyawasam, E Vargas, M Marquez, ... IEEE Signal Processing Magazine 40 (2), 75-88, 2023 | 30 | 2023 |
| A novel transfer learning-based approach for screening pre-existing heart diseases using synchronized ecg signals and heart sounds R Hettiarachchi, U Haputhanthri, K Herath, H Kariyawasam, ... 2021 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2021 | 28 | 2021 |
| Topologically optimal design and failure prediction using conditional generative adversarial networks S Herath, U Haputhanthri International Journal for Numerical Methods in Engineering 122 (23), 6867-6887, 2021 | 23 | 2021 |
| Towards accurate cross-domain in-bed human pose estimation M Afham, U Haputhanthri, J Pradeepkumar, M Anandakumar, A De Silva, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 11 | 2022 |
| Deep optical coding design in computational imaging H Arguello, J Bacca, H Kariyawasam, E Vargas, M Marquez, ... arXiv preprint arXiv:2207.00164, 2022 | 9 | 2022 |
| Differentiable microscopy designs an all optical quantitative phase microscope K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, A Ahmad, ... | 5 | 2022 |
| Nonlinear multiscale modelling and design using Gaussian processes S Herath, U Haputhanthri Journal of Applied and Computational Mechanics 7 (3), 1583-1592, 2021 | 4 | 2021 |
| Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ... arXiv preprint arXiv:2203.14944, 2022 | 3 | 2022 |
| SPIE BIOS J Qu, L Shi, U Haputhanthri, A Seeber, DN Wadduwage, TTW Wong | 3 | 2015 |
| Towards ultrafast quantitative phase imaging via differentiable microscopy U Haputhanthri, K Herath, R Hettiarachchi, H Kariyawasam, A Ahmad, ... Biomedical Optics Express 15 (3), 1798-1812, 2024 | 1 | 2024 |
| Why do recurrent neural networks suddenly learn? Bifurcation mechanisms in neuro-inspired short-term memory tasks U Haputhanthri, L Storan, Y Jiang, A Shai, HO Akengin, M Schnitzer, ... ICML 2024 Workshop on Mechanistic Interpretability, 2024 | 1 | 2024 |
| Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation) H Kariyawasam, R Hettiarachchi, Q Yang, U Haputhanthri, K Herath, ... Quantitative Phase Imaging IX, PC123890C, 2023 | 1 | 2023 |
| Differentiable microscopy for content and task aware compressive fluorescence imaging U Haputhanthri, A Seeber, D Wadduwage arXiv preprint arXiv:2203.14945, 2022 | 1 | 2022 |
| DEEP learning powered De-scattering with Excitation Patterning (DEEP) for high-throughput wide-field multiphoton microscopy N Wijethilake, C Zheng, JK Park, M Yildirim, U Haputhanthri, PTC So, ... Multiphoton Microscopy in the Biomedical Sciences XXII, PC119650B, 2022 | 1 | 2022 |
| Understanding and controlling the geometry of memory organization in RNNs U Haputhanthri, L Storan, Y Jiang, T Raheja, A Shai, O Akengin, ... arXiv preprint arXiv:2502.07256, 2025 | | 2025 |
| All-optical phase retrieval microscope designed using differentiable microscopy K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ... Computational Optical Imaging and Artificial Intelligence in Biomedical …, 2024 | | 2024 |
| High-speed computational multiphoton imaging through scattering media J Zhao, U Haputhanthri, M Anandakumar, C Zheng, FC Hsu, ... Multiphoton Microscopy in the Biomedical Sciences XXIV, PC1284709, 2024 | | 2024 |
| Differentiable Microscopy: A New Paradigm for Optical System Design DN Wadduwage, U Haputhanthri Propagation Through and Characterization of Atmospheric and Oceanic …, 2023 | | 2023 |
| Differentiable microscopy for content and task aware compressive fluorescence imaging (Conference Presentation) U Haputhanthri, A Seeber, DN Wadduwage High-Speed Biomedical Imaging and Spectroscopy VIII, PC1239003, 2023 | | 2023 |
| From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation) U Haputhanthri, K Herath, R Hettiarachchi, H Kariyawasam, A Ahmad, ... Quantitative Phase Imaging IX, PC1238909, 2023 | | 2023 |
Dushan N. WadduwageOld Dominion UniversityEmail confirmado em odu.edu