Dushan N. Wadduwage
Harvard University
H-index: 10
North America-United States
Top articles of Dushan N. Wadduwage
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Sparse optical neural architectures for quantitative phase imaging | Hasindu Kariyawasam Kithmini Herath Dushan Wadduwage Chamira Edussooriya | 2024/3/13 | |
Towards ultrafast quantitative phase imaging via differentiable microscopy | Biomedical Optics Express | Udith Haputhanthri Kithmini Herath Ramith Hettiarachchi Hasindu Kariyawasam Azeem Ahmad | 2024/3/1 |
Hypothesis-Driven Deep Learning for Out of Distribution Detection | arXiv preprint arXiv:2403.14058 | Yasith Jayawardana Azeem Ahmad Balpreet S Ahluwalia Rafi Ahmad Sampath Jayarathna | 2024/3/21 |
Physics-informed and interpretable machine learning for QPM: instrumentation, algorithms to applications | Dushan N Wadduwage | 2024/3/13 | |
All-optical phase retrieval microscope designed using differentiable microscopy | Kithmini Herath Udith Haputhanthri Ramith Hettiarachchi Hasindu Kariyawasam Raja N Ahmad | 2024/3/13 | |
High-speed computational multiphoton imaging through scattering media | Jian Zhao Udith Haputhanthri Mithunjha Anandakumar Cheng Zheng Feng-Chun Hsu | 2024/3/13 | |
QuATON: Quantization Aware Training of Optical Neurons | arXiv preprint arXiv:2310.03049 | Hasindu Kariyawasam Ramith Hettiarachchi Dushan Wadduwage | 2023/10/4 |
Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation) | Hasindu Kariyawasam Ramith Hettiarachchi Quansan Yang Udith Haputhanthri Kithmini Herath | 2023/3/16 | |
Encoding light for high-through 3D tissue imaging (Conference Presentation) | Peter TC So Dushan N Wadduwage | 2023/3/16 | |
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction | arXiv preprint arXiv:2306.00906 | Pamuditha Somarathne Tharindu Wickremasinghe Amashi Niwarthana Arulmolivarman Thieshanthan Chamira US Edussooriya | 2023/6/1 |
Quantification of Cells in Native Tissues with Object Detection and Weak Supervision | R Thushara J Pradeepkumar JJ Corrigan BP Engelward DN Wadduwage | 2023/8/14 | |
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology | Dushan Wadduwage Nirhoshan Sivaroopan Chamuditha Jayanga Chalani Ekanayake Hasindri Watawana | 2023/10/20 | |
SERS nanowire chip and machine learning enabled instant identification and classification of clinically relevant wild-type and antibiotic resistant bacteria at species and … | bioRxiv | Sathi Das Kanchan Saxena Jean-Claude Tinguely Arijit Pal Nima L Wickramasinghe | 2023/1/13 |
SERS Nanowire Chip and Machine Learning-Enabled Classification of Wild-Type and Antibiotic-Resistant Bacteria at Species and Strain Levels | ACS Applied Materials & Interfaces | Sathi Das Kanchan Saxena Jean-Claude Tinguely Arijit Pal Nima L Wickramasinghe | 2023/5/9 |
DEEP-squared: deep learning powered De-scattering with Excitation Patterning | Light: Science & Applications | Navodini Wijethilake Mithunjha Anandakumar Cheng Zheng Peter TC So Murat Yildirim | 2023/9/13 |
Noise Aware Design Enables Robust Diffractive Deep Neural Network Designs in Visible Wavelengths | R Hettiarachchi H Kariyawasam D Wadduwage | 2023/11/12 | |
Deep optical coding design in computational imaging: a data-driven framework | Henry Arguello Jorge Bacca Hasindu Kariyawasam Edwin Vargas Miguel Marquez | 2023/2/27 | |
Differentiable microscopy for content and task aware compressive fluorescence imaging (Conference Presentation) | Udith Haputhanthri Andrew Seeber Dushan N Wadduwage | 2023/3/16 | |
Differentiable Microscopy: A New Paradigm for Optical System Design | Dushan N Wadduwage Udith Haputhanthri | 2023/8/14 | |
From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation) | Udith Haputhanthri Kithmini Herath Ramith Hettiarachchi Hasindu Kariyawasam Azeem Ahmad | 2023/3/16 |
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