Sachith Seneviratne

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Kerry A. NiceResearch Fellow, University of MelbournePotvrđena adresa e-pošte na unimelb.edu.au
Rajith VidanaarachchiUniversity of MelbournePotvrđena adresa e-pošte na unimelb.edu.au
Sanka RasnayakaLecturer, School of Computing, National University of SingaporePotvrđena adresa e-pošte na comp.nus.edu.sg
Jason ThompsonAssociate Professor, ARC Future Fellow @ University of MelbournePotvrđena adresa e-pošte na unimelb.edu.au
Vipula DissanayakeOrion Health | Augmented Human Lab, Bioengineering Institute, University of AucklandPotvrđena adresa e-pošte na aucklanduni.ac.nz
Ben BeckSustainable Mobility and Safety Research, Monash UniversityPotvrđena adresa e-pošte na monash.edu
Christopher J PettitProfessor of Urban Science, University of New South WalesPotvrđena adresa e-pošte na unsw.edu.au
Trisalyn NelsonDangermond Chair of Geography, UCSBPotvrđena adresa e-pošte na ucsb.edu
Meead SaberiAssociate Professor, School of Civil and Environmental Engineering, University of New South WalesPotvrđena adresa e-pošte na unsw.edu.au
Jasper WijnandsRoyal Netherlands Meteorological Institute (KNMI)Potvrđena adresa e-pošte na knmi.nl
Xinye WanYanUniversity of MelbournePotvrđena adresa e-pošte na unimelb.edu.au
Chandana GamageProfessor, University of Moratuwa, Sri LankaPotvrđena adresa e-pošte na cse.mrt.ac.lk
Sachini HerathSimon Fraser UniversityPotvrđena adresa e-pošte na sfu.ca
Meghan WintersFaculty of Health Sciences, Simon Fraser UniversityPotvrđena adresa e-pošte na sfu.ca
Hai L. VuProfessor of Intelligent Transport Systems, Monash UniversityPotvrđena adresa e-pošte na monash.edu
Saman K. HalgamugeFIEEE, FIET, FNASSL, Professor, University of Melbourne, Visiting DVC at SLIIT Sri LankaPotvrđena adresa e-pošte na unimelb.edu.au
Michael KirleyProfessor, School of Computing and Information Systems, University of MelbournePotvrđena adresa e-pošte na unimelb.edu.au
Simone Zarpelon LeaoAssociate Professor in City Analytics, City Futures Research Centre, UNSW, AustraliaPotvrđena adresa e-pošte na unsw.edu.au
Damith Asanka SenanayakePostdoctoral Research FellowPotvrđena adresa e-pošte na unimelb.edu.au
Damayanthi HerathUniversity of PeradeniyaPotvrđena adresa e-pošte na eng.pdn.ac.lk

Prati

Sachith Seneviratne

Research Fellow in Computer Vision, University Of Melbourne

Potvrđena adresa e-pošte na unimelb.edu.au

Machine Learning Computer Vision Natural Language Processing


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
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	137	2023
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	71	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	53	2022
Self-supervised vision transformers for malware detection S Seneviratne, R Shariffdeen, S Rasnayaka, N Kasthuriarachchi IEEE Access 10, 103121-103135, 2022	46	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	33	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	31	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	27	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	26*	2024
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	23	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
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	14	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	14	2023
Contrastive Representation Learning for Natural World Imagery: Habitat prediction for 30, 000 species. S Seneviratne CLEF (Working Notes), 1639-1648, 2021	13	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	9	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	9	2022
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	8	2021
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	7	2023
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	6	2016
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	4	2024

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