Sachith Seneviratne

According to our database, Sachith Seneviratne authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Semantic segmentation using Vision Transformers: A survey.

M. K. Hans Thisanke, L. A. Chamli Deshan, Kavindu Chamith, Sachith Seneviratne, Rajith Vidanaarachchi, Damayanthi Herath

Eng. Appl. Artif. Intell., November, 2023

DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops.

Xinye Wanyan, Sachith Seneviratne, Shuchang Shen, Michael Kirley

CoRR, 2023

Undercover Deepfakes: Detecting Fake Segments in Videos.

Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery.

Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

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

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

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

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

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

CoRR, 2022

DALLE-URBAN: Capturing the urban design expertise of large text to image transformers.

Sachith Seneviratne, Damith A. Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson

CoRR, 2022

Self-Supervised Vision Transformers for Malware Detection.

Sachith Seneviratne, Ridwan Shariffdeen, Sanka Rasnayaka, Nuran Kasthuriarachchi

IEEE Access, 2022

SigRep: Toward Robust Wearable Emotion Recognition With Contrastive Representation Learning.

Vipula Dissanayake, Sachith Seneviratne, Rajib Rana, Elliott Wen, Tharindu Kaluarachchi, Suranga Nanayakkara

IEEE Access, 2022

Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition.

Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi, Elliott Wen, Suranga Nanayakkara

Proceedings of the Interspeech 2022, 2022

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

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

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

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Automatic Code Generation for Statistical Models with Augmentation and Collapsing.

Sachith Seneviratne

PhD thesis, 2021

MFR 2021: Masked Face Recognition Competition.

Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations.

Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning.

Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Contrastive Representation Learning for Natural World Imagery: Habitat prediction for 30, 000 species.

Sachith Seneviratne

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2017

Generation of intermediate viewpoints for scalable adaptation of real world environments for virtual reality.

Sachini Herath, Vipula Dissanayake, Sanka Rasnayaka, Sachith Seneviratne, Rajith Vidanaarachchi, Chandana Gamage

Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

2015

Quantitative and Qualitative Evaluation of Performance and Robustness of Image Stitching Algorithms.

Vipula Dissanayake, Sachini Herath, Sanka Rasnayaka, Sachith Seneviratne, Rajith Vidanaarachchi, Chandana Gamage

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015