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Dushan Wadduwage
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Journal Articles
- 2023
- [j1]Henry Arguello
, Jorge Bacca
Deep Optical Coding Design in Computational Imaging: A data-driven framework. IEEE Signal Process. Mag. 40(2): 75-88 (2023)
Informal and Other Publications
- 2024
- [i9]Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia, Rafi Ahmad, Sampath Jayarathna, Dushan N. Wadduwage
Hypothesis-Driven Deep Learning for Out of Distribution Detection. CoRR abs/2403.14058 (2024) - 2023
- [i8]Pamuditha Somarathne, Tharindu Wickremasinghe, Amashi Niwarthana, Arulmolivarman Thieshanthan, Chamira U. S. Edussooriya, Dushan N. Wadduwage:
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction. CoRR abs/2306.00906 (2023) - [i7]Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage:
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology. CoRR abs/2309.07113 (2023) - [i6]Hasindu Kariyawasam, Ramith Hettiarachchi, Dushan Wadduwage:
QuATON: Quantization Aware Training of Optical Neurons. CoRR abs/2310.03049 (2023) - 2022
- [i5]Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage:
Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope. CoRR abs/2203.14944 (2022) - [i4]Udith Haputhanthri, Andrew Seeber, Dushan Wadduwage:
Differentiable Microscopy for Content and Task Aware Compressive Fluorescence Imaging. CoRR abs/2203.14945 (2022) - [i3]Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage:
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy. CoRR abs/2205.11521 (2022) - [i2]Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath, Udith Haputhanthri, Balpreet Singh Ahluwalia, Peter T. C. So, Dushan N. Wadduwage, Chamira U. S. Edussooriya:
Deep Optical Coding Design in Computational Imaging. CoRR abs/2207.00164 (2022) - [i1]Navodini Wijethilake, Mithunjha Anandakumar
DEEP2: Deep Learning Powered De-scattering with Excitation Patterning. CoRR abs/2210.10892 (2022)
Coauthor Index
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