| Semantic segmentation using vision transformers: A survey H Thisanke, C Deshan, K Chamith, S Seneviratne, R Vidanaarachchi, ... Engineering Applications of Artificial Intelligence 126, 106669, 2023 | 274 | 2023 |
| Self-supervised vision transformers for malware detection S Seneviratne, R Shariffdeen, S Rasnayaka, N Kasthuriarachchi IEEE Access 10, 103121-103135, 2022 | 79 | 2022 |
| MFR 2021: Masked face recognition competition F Boutros, N Damer, JN Kolf, K Raja, F Kirchbuchner, R Ramachandra, ... 2021 IEEE International joint conference on biometrics (IJCB), 1-10, 2021 | 78 | 2021 |
| Sigrep: Toward robust wearable emotion recognition with contrastive representation learning V Dissanayake, S Seneviratne, R Rana, E Wen, T Kaluarachchi, ... IEEE Access 10, 18105-18120, 2022 | 71 | 2022 |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery X Wanyan, S Seneviratne, S Shen, M Kirley Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 64* | 2024 |
| DALLE-URBAN: Capturing the urban design expertise of large text to image transformers Sachith Seneviratne, Damith Senanayake, Sanka Rasnayaka, Rajith ... 2022 International Conference on Digital Image Computing: Techniques and …, 2022 | 48 | 2022 |
| The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques JS Wijnands, KA Nice, S Seneviratne, J Thompson, M Stevenson Atmospheric Pollution Research 13 (6), 101438, 2022 | 42 | 2022 |
| Isolating the impacts of urban form and fabric from geography on urban heat and human thermal comfort KA Nice, N Nazarian, MJ Lipson, MA Hart, S Seneviratne, J Thompson, ... Building and Environment 224, 109502, 2022 | 39 | 2022 |
| Developing urban biking typologies: Quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics B Beck, M Winters, T Nelson, C Pettit, SZ Leao, M Saberi, J Thompson, ... Environment and Planning B: Urban Analytics and City Science 50 (1), 7-23, 2023 | 31 | 2023 |
| A systematic scoping review of methods for estimating link-level bicycling volumes D Bhowmick, M Saberi, M Stevenson, J Thompson, M Winters, T Nelson, ... Transport reviews 43 (4), 622-651, 2023 | 26 | 2023 |
| Firerisk: A remote sensing dataset for fire risk assessment with benchmarks using supervised and self-supervised learning S Shen, S Seneviratne, X Wanyan, M Kirley 2023 international conference on digital image computing: techniques and …, 2023 | 25 | 2023 |
| Quantitative and qualitative evaluation of performance and robustness of image stitching algorithms V Dissanayake, S Herath, S Rasnayaka, S Seneviratne, ... 2015 International Conference on Digital Image Computing: Techniques and …, 2015 | 21 | 2015 |
| Ginn-kan: Interpretability pipelining with applications in physics informed neural networks N Ranasinghe, Y Xia, S Seneviratne, S Halgamuge arXiv preprint arXiv:2408.14780, 2024 | 19 | 2024 |
| Undercover Deepfakes: Detecting Fake Segments in Videos S Saha, R Perera, S Seneviratne, T Malepathirana, S Rasnayaka, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 16 | 2023 |
| Contrastive Representation Learning for Natural World Imagery: Habitat prediction for 30, 000 species. S Seneviratne CLEF (Working Notes), 1639-1648, 2021 | 16 | 2021 |
| IJCB 2022 mobile behavioral biometrics competition (MobileB2C) G Stragapede, R Vera-Rodriguez, R Tolosana, A Morales, J Fierrez, ... 2022 IEEE International Joint Conference on Biometrics (IJCB), 1-7, 2022 | 12 | 2022 |
| Does a face mask protect my privacy?: Deep learning to predict protected attributes from masked face images S Seneviratne, N Kasthuriarachchi, S Rasnayaka, D Hettiachchi, ... Australasian Joint Conference on Artificial Intelligence, 91-102, 2022 | 12 | 2022 |
| Collecting population-representative bike-riding GPS data to understand bike-riding activity and patterns using smartphones and Bluetooth beacons D Bhowmick, D Dai, M Saberi, T Nelson, M Stevenson, S Seneviratne, ... Travel Behaviour and Society 38, 100919, 2025 | 10* | 2025 |
| Multi-dataset benchmarks for masked identification using contrastive representation learning S Seneviratne, N Kasthuriarachchi, S Rasnayaka 2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021 | 9 | 2021 |
| Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations S Seneviratne, KA Nice, JS Wijnands, M Stevenson, J Thompson 2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021 | 9 | 2021 |
Sanka RasnayakaLecturer, School of Computing, National University of SingaporeVerified email at comp.nus.edu.sg
