Dushan Wadduwage

According to our database, Dushan Wadduwage authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Motion-guided sparse correction enables expert-quality point tracking across diverse microscopy regimes.

Leonidas Zimianitis, Pasindu Thenahandi, Kai Buckhalter, Dineth Jayakody, Julian O. Kimura, Xinyue Liang, Karen Cunningham, Azeem Ahmad, Balpreet S. Ahluwalia, Sampath Jayarathna, Nikos Chrisochoides, Brandon Weissbourd, Dushan N. Wadduwage

CoRR, May, 2026

Beyond Perfect Scores: Proof-by-Contradiction for Trustworthy Machine Learning.

Dushan N. Wadduwage, Dineth Jayakody, Leonidas Zimianitis

CoRR, January, 2026

2025

Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology.

Nirhoshan Sivaroopan, Chamuditha Jayanga Galappaththige, Chalani Ekanayake, Hasindri Watawana, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Hypothesis-Driven Deep Learning for Out of Distribution Detection.

Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia, Rafi Ahmad, Sampath Jayarathna, Dushan N. Wadduwage

CoRR, 2024

2023

Deep Optical Coding Design in Computational Imaging: A data-driven framework.

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

IEEE Signal Process. Mag., March, 2023

QuATON: Quantization Aware Training of Optical Neurons.

Hasindu Kariyawasam, Ramith Hettiarachchi, Dushan Wadduwage

CoRR, 2023

Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology.

Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage

CoRR, 2023

MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction.

Pamuditha Somarathne, Tharindu Wickremasinghe, Amashi Niwarthana, Arulmolivarman Thieshanthan, Chamira U. S. Edussooriya, Dushan N. Wadduwage

CoRR, 2023

2022

DEEP²: Deep Learning Powered De-scattering with Excitation Patterning.

Navodini Wijethilake, Mithunjha Anandakumar, Cheng Zheng, Peter T. C. So, Murat Yildirim, Dushan N. Wadduwage

CoRR, 2022

Deep Optical Coding Design in Computational Imaging.

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

CoRR, 2022

From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy.

Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage

CoRR, 2022

Differentiable Microscopy for Content and Task Aware Compressive Fluorescence Imaging.

Udith Haputhanthri, Andrew Seeber, Dushan Wadduwage

CoRR, 2022

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope.

Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage

CoRR, 2022