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Udith Haputhanthri
Titre
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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
182021
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
142023
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
122021
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
92022
Deep optical coding design in computational imaging
H Arguello, J Bacca, H Kariyawasam, E Vargas, M Marquez, ...
arXiv preprint arXiv:2207.00164, 2022
72022
Differentiable microscopy designs an all optical quantitative phase microscope
K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ...
arXiv preprint arXiv:2203.14944, 2022
52022
Nonlinear multiscale modelling and design using Gaussian processes
S Herath, U Haputhanthri
Journal of Applied and Computational Mechanics 7 (3), 1583-1592, 2021
32021
SPIE BIOS
J Qu, L Shi, U Haputhanthri, A Seeber, DN Wadduwage, TTW Wong
3
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
12024
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
12023
Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope
K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ...
Optica Open, 2022
12022
Differentiable microscopy for content and task aware compressive fluorescence imaging
U Haputhanthri, A Seeber, D Wadduwage
arXiv preprint arXiv:2203.14945, 2022
12022
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
12022
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
Enhanced cue associated memory in temporally consistent recurrent neural networks
U Haputhanthri, L Storan, A Shai, S Ganguli, M Schnitzer, H Tanaka, ...
Associative Memory {\&} Hopfield Networks in 2023, 2023
2023
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
Differentiable Microscopy () for High-throughput Imaging Cytometry
DN Wadduwage, U Haputhanthri
European Conference on Biomedical Optics, ETu2A. 2, 2021
2021
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