| 2026 | WACV | Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping. | Sun Han Neo, Sachith Seneviratne, Herath Mudiyanselage Viraj Vidura Herath, Abhishek Saha, Sanka Rasnayaka, Lucy Amanda Marshall |
| 2024 | AAAI | GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. | Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge |
| 2024 | CVPR | Extending global-local view alignment for self-supervised learning with remote sensing imagery. | Xinye Wanyan, Sachith Seneviratne, Shuchang Shen, Michael Kirley |
| 2023 | DICTA | FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning. | Shuchang Shen, Sachith Seneviratne, Xinye Wanyan, Michael Kirley |
| 2023 | DICTA | Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. | Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson |
| 2023 | DICTA | Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. | Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson |
| 2022 | Interspeech | Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition. | Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi, Elliott Wen, Suranga Nanayakkara |
| 2021 | DICTA | Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning. | Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka |
| 2021 | DICTA | Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. | Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson |
| 2015 | DICTA | Quantitative and Qualitative Evaluation of Performance and Robustness of Image Stitching Algorithms. | Vipula Dissanayake, Sachini Herath, Sanka Rasnayaka, Sachith Seneviratne, Rajith Vidanaarachchi, Chandana Gamage |