Highly sensitive quantitative phase microscopy and deep learning aided with whole genome sequencing for rapid detection of infection and antimicrobial resistance
Ahmad, Azeem, Hettiarachchi, Ramith, Khezri, Abdolrahman, Singh Ahluwalia, Balpreet, Wadduwage, Dushan N, Ahmad, Rafi
Published in Frontiers in microbiology (2023)
Published in Frontiers in microbiology (2023)
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Journal Article
Towards ultrafast quantitative phase imaging via differentiable microscopy [Invited]
Haputhanthri, Udith, Herath, Kithmini, Hettiarachchi, Ramith, Kariyawasam, Hasindu, Ahmad, Azeem, Ahluwalia, Balpreet S, Acharya, Ganesh, Edussooriya, Chamira U S, Wadduwage, Dushan N
Published in Biomedical optics express (01.03.2024)
Published in Biomedical optics express (01.03.2024)
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Journal Article
A Novel Transfer Learning-Based Approach for Screening Pre-Existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Hettiarachchi, Ramith, Haputhanthri, Udith, Herath, Kithmini, Kariyawasam, Hasindu, Munasinghe, Shehan, Wickramasinghe, Kithmin, Samarasinghe, Duminda, De Silva, Anjula, Edussooriya, Chamira U. S.
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
Design and Development of a Research Oriented Low Cost Robotics Platform with a Novel Dynamic Global Path Planning Approach
Rajapakshe, Shalutha, Hettiarachchi, Ramith
Published in 2022 8th International Conference on Control, Automation and Robotics (ICCAR) (08.04.2022)
Published in 2022 8th International Conference on Control, Automation and Robotics (ICCAR) (08.04.2022)
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Conference Proceeding
QuATON: Quantization Aware Training of Optical Neurons
Wadduwage, Dushan, Kariyawasam, Hasindu, Hettiarachchi, Ramith, Yang, Quansan, Matlock, Alex, Nambara, Takahiro, Kusaka, Hiroyuki, Kunai, Yuichiro, So, Peter, Boyden, Edward
Published in Research square (27.03.2024)
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Published in Research square (27.03.2024)
Journal Article
QuATON: Quantization Aware Training of Optical Neurons
Kariyawasam, Hasindu, Hettiarachchi, Ramith, Yang, Quansan, Matlock, Alex, Nambara, Takahiro, Kusaka, Hiroyuki, Kunai, Yuichiro, So, Peter T C, Boyden, Edward S, Wadduwage, Dushan
Year of Publication 03.10.2023
Year of Publication 03.10.2023
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Journal Article
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy
Haputhanthri, Udith, Herath, Kithmini, Hettiarachchi, Ramith, Kariyawasam, Hasindu, Ahmad, Azeem, Ahluwalia, Balpreet S, Edussooriya, Chamira U. S, Wadduwage, Dushan N
Year of Publication 23.05.2022
Year of Publication 23.05.2022
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Journal Article
Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope
Herath, Kithmini, Haputhanthri, Udith, Hettiarachchi, Ramith, Kariyawasam, Hasindu, Ahmad, Raja N, Ahmad, Azeem, Ahluwalia, Balpreet S, Edussooriya, Chamira U. S, Wadduwage, Dushan N
Year of Publication 28.03.2022
Year of Publication 28.03.2022
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Journal Article
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Singh, Shivalika, Vargus, Freddie, Dsouza, Daniel, Karlsson, Börje F, Mahendiran, Abinaya, Ko, Wei-Yin, Shandilya, Herumb, Patel, Jay, Mataciunas, Deividas, OMahony, Laura, Zhang, Mike, Hettiarachchi, Ramith, Wilson, Joseph, Machado, Marina, Moura, Luisa Souza, Krzemiński, Dominik, Fadaei, Hakimeh, Ergün, Irem, Okoh, Ifeoma, Alaagib, Aisha, Mudannayake, Oshan, Alyafeai, Zaid, Chien, Vu Minh, Ruder, Sebastian, Guthikonda, Surya, Alghamdi, Emad A, Gehrmann, Sebastian, Muennighoff, Niklas, Bartolo, Max, Kreutzer, Julia, Üstün, Ahmet, Fadaee, Marzieh, Hooker, Sara
Year of Publication 09.02.2024
Year of Publication 09.02.2024
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Journal Article
Deep Optical Coding Design in Computational Imaging
Arguello, Henry, Bacca, Jorge, Kariyawasam, Hasindu, Vargas, Edwin, Marquez, Miguel, Hettiarachchi, Ramith, Garcia, Hans, Herath, Kithmini, Haputhanthri, Udith, Ahluwalia, Balpreet Singh, So, Peter, Wadduwage, Dushan N, Edussooriya, Chamira U. S
Year of Publication 27.06.2022
Year of Publication 27.06.2022
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Journal Article
A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Hettiarachchi, Ramith, Haputhanthri, Udith, Herath, Kithmini, Kariyawasam, Hasindu, Munasinghe, Shehan, Wickramasinghe, Kithmin, Samarasinghe, Duminda, De Silva, Anjula, Edussooriya, Chamira U. S
Year of Publication 02.02.2021
Year of Publication 02.02.2021
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Journal Article
Highly sensitive quantitative phase microscopy and deep learning complement whole genome sequencing for rapid detection of infection and antimicrobial resistance
Ahmad, Azeem, Hettiarachchi, Ramith, Khezri, Abdolrahman, Balpreet Singh Ahluwalia, Wadduwage, Dushan N, Ahmad, Rafi
Published in bioRxiv (17.02.2023)
Published in bioRxiv (17.02.2023)
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Paper
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy
Haputhanthri, Udith, Herath, Kithmini, Hettiarachchi, Ramith, Kariyawasam, Hasindu, Ahmad, Azeem, Ahluwalia, Balpreet S, Chamira U S Edussooriya, Wadduwage, Dushan N
Published in arXiv.org (30.09.2023)
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Published in arXiv.org (30.09.2023)
Paper
Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope
Herath, Kithmini, Haputhanthri, Udith, Hettiarachchi, Ramith, Kariyawasam, Hasindu, Ahmad, Raja N, Ahmad, Azeem, Ahluwalia, Balpreet S, Chamira U S Edussooriya, Wadduwage, Dushan N
Published in arXiv.org (24.08.2023)
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Published in arXiv.org (24.08.2023)
Paper
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Singh, Shivalika, Vargus, Freddie, Dsouza, Daniel, Karlsson, Börje F, Mahendiran, Abinaya, Wei-Yin, Ko, Shandilya, Herumb, Patel, Jay, Mataciunas, Deividas, OMahony, Laura, Zhang, Mike, Hettiarachchi, Ramith, Wilson, Joseph, Machado, Marina, Luisa Souza Moura, Krzemiński, Dominik, Fadaei, Hakimeh, Ergün, Irem, Okoh, Ifeoma, Alaagib, Aisha, Mudannayake, Oshan, Alyafeai, Zaid, Chien, Vu Minh, Ruder, Sebastian, Guthikonda, Surya, Alghamdi, Emad A, Gehrmann, Sebastian, Muennighoff, Niklas, Bartolo, Max, Kreutzer, Julia, Üstün, Ahmet, Fadaee, Marzieh, Hooker, Sara
Published in arXiv.org (09.02.2024)
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Published in arXiv.org (09.02.2024)
Paper
Deep Optical Coding Design in Computational Imaging
Arguello, Henry, Bacca, Jorge, Kariyawasam, Hasindu, Vargas, Edwin, Marquez, Miguel, Hettiarachchi, Ramith, Garcia, Hans, Herath, Kithmini, Haputhanthri, Udith, Balpreet Singh Ahluwalia, So, Peter, Wadduwage, Dushan N, Chamira U S Edussooriya
Published in arXiv.org (17.08.2022)
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Published in arXiv.org (17.08.2022)
Paper
A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Hettiarachchi, Ramith, Haputhanthri, Udith, Herath, Kithmini, Kariyawasam, Hasindu, Munasinghe, Shehan, Wickramasinghe, Kithmin, Samarasinghe, Duminda, De Silva, Anjula, Chamira U S Edussooriya
Published in arXiv.org (14.02.2021)
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Published in arXiv.org (14.02.2021)
Paper