Convolutional Autoencoder for Blind Hyperspectral Image Unmixing. - Yasiru Ranasinghe; Sanjaya Herath; Kavinga Weerasooriya; Mevan Ekanayake; Roshan Godaliyadda; Parakrama Ekanayake; Vijitha R. Herath (ICIIS, 2020)

GAUSS: Guided Encoder-Decoder Architecture for Hyperspectral Unmixing with Spatial Smoothness. - Yasiru Ranasinghe; Kavinga Weerasooriya; Roshan Godaliyadda; Vijitha R. Herath; Parakrama Ekanayake; Dhananjaya Jayasundara; Lakshitha Ramanayake; Neranjan Senarath; Dulantha Wickramasinghe (CoRR, 2022)

Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models. - Yasiru Ranasinghe; Nithin Gopalakrishnan Nair; Wele Gedara Chaminda Bandara; Vishal M. Patel (CoRR, 2023)

MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models. - Yasiru Ranasinghe; Deepti Hegde; Vishal M. Patel (CVPR, 2024)

CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models. - Yasiru Ranasinghe; Nithin Gopalakrishnan Nair; Wele Gedara Chaminda Bandara; Vishal M. Patel (CVPR, 2024)

Crowd Detection via Point Localization with Diffusion Models. - Yasiru Ranasinghe; Vishal M. Patel (FG, 2024)

SINR: Sparsity Driven Compressed Implicit Neural Representations. - Dhananjaya Jayasundara; Sudarshan Rajagopalan; Yasiru Ranasinghe; Trac D. Tran; Vishal M. Patel (CVPR, 2025)

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models. - Yasiru Ranasinghe; Vibashan VS; James Uplinger; Celso de Melo; Vishal M. Patel (CoRR, 2025)