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 | 66 | 2021 |
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 | 43 | 2023 |
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 | 38 | 2022 |
Self-supervised vision transformers for malware detection S Seneviratne, R Shariffdeen, S Rasnayaka, N Kasthuriarachchi IEEE Access 10, 103121-103135, 2022 | 30 | 2022 |
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 | 26 | 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 | 20 | 2022 |
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 | 20 | 2015 |
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 | 15 | 2023 |
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 | 14* | 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 | 12* | 2024 |
Contrastive Representation Learning for Natural World Imagery: Habitat prediction for 30, 000 species. S Seneviratne CLEF (Working Notes), 1639-1648, 2021 | 12 | 2021 |
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 |
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 | 8 | 2022 |
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 | 7 | 2023 |
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 | 7 | 2022 |
Real-time gesture prediction using mobile sensor data for vr applications V Dissanayake, S Herath, S Rasnayaka, S Seneviratne, ... International Journal of Machine Learning and Computing 6 (3), 215, 2016 | 5 | 2016 |
Association between network characteristics and bicycle ridership across a large metropolitan region B Beck, C Pettit, M Winters, T Nelson, HL Vu, K Nice, S Seneviratne, ... International Journal of Sustainable Transportation, 1-12, 2024 | 3 | 2024 |
Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition V Dissanayake, S Seneviratne, H Suriyaarachchi, E Wen, S Nanayakkara Proc. Interspeech 2022, 3598-3602, 2022 | 3 | 2022 |
Improving speed of models for improved real-world decision-making J Thompson, H Zhao, S Seneviratne, R Byrne, R Vidanaarachichi, ... SocArXiv, 2021 | 3 | 2021 |