Appropriate Incongruity Driven Human-AI Collaborative Tool to Assist Novices in Humorous Content Generation.
Proceedings of the 29th International Conference on Intelligent User Interfaces
Hasindu Kariyawasam, Amashi Niwarthana, Alister Palmer, Judy Kay, Anusha Withana.

Towards Ultrafast Quantitative Phase Imaging via Differentiable Microscopy.
Biomedical Optics Express
Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S Ahluwalia, Ganesh Acharya, Chamira US Edussooriya, Dushan N Wadduwage.

QuATON: Quantization Aware Training of Optical Neurons.
arXiv preprint
Hasindu Kariyawasam, Ramith Hettiarachchi, Quansan Yang, Alex Matlock, Takahiro Nambara, Hiroyuki Kusaka, Yuichiro Kunai, Peter T C So, Edward S Boyden, Dushan N. Wadduwage.

Sparse Optical Neural Architectures for Quantitative Phase Imaging.
SPIE Photonic West Quantitative Phase Imaging X Conference
Hasindu Kariyawasam, Kithmini Herath, Dushan Wadduwage, Chamira Edussooriya.

Deep Optical Coding Design in Computational Imaging: A Data-driven Framework.
IEEE Signal Processing Magazine
Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath, Udith Haputhanthri, Balpreet S. Ahluwalia, Peter So, Dushan N. Wadduwage, Chamira U. S. Edussooriya.

Towards Fabricating Visible Wavelength D2NNs through Multi-Level Quantization for Quantitative Phase Imaging.
SPIE Photonic West Quantitative Phase Imaging IX Conference
Hasindu Kariyawasam, Ramith Hettiarachchi, Quansan Yang, Udith Haputhanthri, Kithmini Herath, Chamira Edussooriya, Edward Boyden, Peter So, Dushan Wadduwage.

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope.
arXiv preprint
Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage.

From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy
arXiv preprint
Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage.

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds.
2021 IEEE International Symposium on Circuits and Systems (ISCAS)
Ramith Hettiarachchi, Udith Haputhanthri, Kithmini Herath, Hasindu Kariyawasam, Shehan Munasinghe, Kithmin Wickramasinghe, Duminda Samarasinghe, Anjula De Silva, Chamira U. S. Edussooriya.