Sachith Seneviratne

Research Fellow, The University of Melbourne

Joined

June 2021

Names

Sachith Seneviratne (Preferred)

Emails

****@unimelb.edu.au (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Fellow

The University of Melbourne (unimelb.edu.au)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wray Buntine

2016 – 2020

PhD Advisor

Lan Du

2016 – 2020

Expertise

Computer Vision

Present

Publications

Undercover Deepfakes: Detecting Fake Segments in Videos
Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops
Xinye Wanyan, Sachith Seneviratne, Shuchang Shen, Michael Kirley
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
Semantic Segmentation using Vision Transformers: A survey
M. K. Hans Thisanke, L. A. Chamli Deshan, Kavindu Chamith, Sachith Seneviratne, Rajith Vidanaarachchi, Damayanthi Herath
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
Does a Face Mask Protect My Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images
Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen
- 2022 (modified: 09 Jan 2023)
- AI 2022
- Readers: Everyone
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers
Sachith Seneviratne, Damith A. Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- CoRR 2022
- Readers: Everyone
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
- Published: 01 Jan 2022, Last Modified: 19 Oct 2023
- CoRR 2022
- Readers: Everyone
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision
Sachith Seneviratne, Jasper S. Wijnands, Kerry A. Nice, Haifeng Zhao, Branislava Godic, Suzanne Mavoa, Rajith Vidanaarachchi, Mark Stevenson, Leandro García, Ruth F. Hunter, Jason Thompson
- Published: 01 Jan 2022, Last Modified: 19 Oct 2023
- CoRR 2022
- Readers: Everyone
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)
Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Sanka Rasnayaka, Sachith Seneviratne, Vipula Dissanayake, Jonathan Liebers, Ashhadul Islam, Samir Brahim Belhaouari, Sumaiya Ahmad, Suraiya Jabin
- Published: 01 Jan 2022, Last Modified: 10 Nov 2023
- CoRR 2022
- Readers: Everyone

View all 25 publications

Co-Authors

View all 81 co-authors