Sachith Seneviratne

48 papers A* 1A 1B 2Misc 7Journal 31Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models. Pattern Recognit. Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge
2026	J	`jnl`	From Specification to Architecture: A Theory Compiler for Knowledge-Guided Machine Learning. CoRR Asela Hevapathige, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2026	J	`jnl`	MSRAMIE: Multimodal Structured Reasoning Agent for Multi-instruction Image Editing. CoRR Zhaoyuan Qiu, Ken Chen, Xiangwei Wang, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2026	J	`jnl`	Parameter-efficient Prompt Tuning and Hierarchical Textual Guidance for Few-shot Whole Slide Image Classification. CoRR Jayanie Bogahawatte, Sachith Seneviratne, Saman K. Halgamuge
2025	J	`jnl`	Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning. CoRR Deshani Geethika Poddenige, Sachith Seneviratne, Damith A. Senanayake, Mahesan Niranjan, Ponnuthurai N. Suganthan, Saman K. Halgamuge
2025	J	`jnl`	FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals. CoRR Nisal Ranasinghe, Dzung Do-Ha, Simon Maksour, Tamasha Malepathirana, Sachith Seneviratne, Lezanne Ooi, Saman K. Halgamuge
2025	J	`jnl`	Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping. CoRR Sun Han Neo, Sachith Seneviratne, Herath Mudiyanselage Viraj Vidura Herath, Abhishek Saha, Sanka Rasnayaka, Lucy Amanda Marshall
2025	J	`jnl`	SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models. CoRR Nadarasar Bahavan, Sachith Seneviratne, Saman K. Halgamuge
2025	J	`jnl`	Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm. CoRR Nadarasar Bahavan, Sanjay Saha, Ken Chen, Sachith Seneviratne, Sanka Rasnayaka, Saman K. Halgamuge
2024	J	`jnl`	AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models. CoRR Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge
2024	—	`conf`	Extending global-local view alignment for self-supervised learning with remote sensing imagery. CVPR Workshops Xinye Wanyan, Sachith Seneviratne, Shuchang Shen, Michael Kirley
2024	J	`jnl`	GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks. CoRR Nisal Ranasinghe, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2024	A*	`conf`	GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. AAAI Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge
2024	J	`jnl`	General algorithm of assigning raster features to vector maps at any resolution or scale. CoRR Nan Xu, Mark Stevenson, Kerry A. Nice, Sachith Seneviratne
2024	J	`jnl`	Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning. CoRR Jayanie Bogahawatte, Sachith Seneviratne, Maneesha Perera, Saman K. Halgamuge
2024	J	`jnl`	TT-MPD: Test Time Model Pruning and Distillation. CoRR Haihang Wu, Wei Wang, Tamasha Malepathirana, Sachith Seneviratne, Denny Oetomo, Saman K. Halgamuge
2023	J	`jnl`	DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops. CoRR Xinye Wanyan, Sachith Seneviratne, Shuchang Shen, Michael Kirley
2023	Misc	`conf`	FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning. DICTA Shuchang Shen, Sachith Seneviratne, Xinye Wanyan, Michael Kirley
2023	J	`jnl`	FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning. CoRR Shuchang Shen, Sachith Seneviratne, Xinye Wanyan, Michael Kirley
2023	J	`jnl`	GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. CoRR Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge
2023	Misc	`conf`	Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. DICTA Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson
2023	Misc	`conf`	Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. DICTA Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson
2023	J	`jnl`	Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. CoRR Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson
2023	J	`jnl`	Semantic Segmentation using Vision Transformers: A survey. CoRR M. K. Hans Thisanke, L. A. Chamli Deshan, Kavindu Chamith, Sachith Seneviratne, Rajith Vidanaarachchi, Damayanthi Herath
2023	J	`jnl`	Semantic segmentation using Vision Transformers: A survey. Eng. Appl. Artif. Intell. M. K. Hans Thisanke, L. A. Chamli Deshan, Kavindu Chamith, Sachith Seneviratne, Rajith Vidanaarachchi, Damayanthi Herath
2023	—	`conf`	Undercover Deepfakes: Detecting Fake Segments in Videos. ICCV (Workshops) Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
2023	J	`jnl`	Undercover Deepfakes: Detecting Fake Segments in Videos. CoRR Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
2022	—	`conf`	A Template for Transfer of NetLogo Models to High-Performance Computing Environments for Enhanced Real-World Decision-Support. ESSA Jason Thompson, Haifeng Zhao, Sachith Seneviratne, Rohan Byrne, Rajith Vidanaarachchi, Roderick J. McClure
2022	J	`jnl`	DALLE-URBAN: Capturing the urban design expertise of large text to image transformers. CoRR Sachith Seneviratne, Damith A. Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson
2022	Misc	`conf`	Does a Face Mask Protect My Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images. AI Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen
2022	B	`conf`	IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C). IJCB 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
2022	J	`jnl`	IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C). CoRR 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
2022	J	`jnl`	Self-Supervised Vision Transformers for Malware Detection. IEEE Access Sachith Seneviratne, Ridwan Shariffdeen, Sanka Rasnayaka, Nuran Kasthuriarachchi
2022	J	`jnl`	Self-Supervised Vision Transformers for Malware Detection. CoRR Sachith Seneviratne, Ridwan Shariffdeen, Sanka Rasnayaka, Nuran Kasthuriarachchi
2022	J	`jnl`	Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. CoRR Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
2022	A	`conf`	Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition. INTERSPEECH Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi, Elliott Wen, Suranga Nanayakkara
2022	J	`jnl`	SigRep: Toward Robust Wearable Emotion Recognition With Contrastive Representation Learning. IEEE Access Vipula Dissanayake, Sachith Seneviratne, Rajib Rana, Elliott Wen, Tharindu Kaluarachchi, Suranga Nanayakkara
2022	J	`jnl`	Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision. CoRR 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
2021	—	`—`	Automatic Code Generation for Statistical Models with Augmentation and Collapsing. Sachith Seneviratne
2021	—	`conf`	Contrastive Representation Learning for Natural World Imagery: Habitat prediction for 30, 000 species. CLEF (Working Notes) Sachith Seneviratne
2021	J	`jnl`	Does a Face Mask Protect my Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images. CoRR Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen
2021	B	`conf`	MFR 2021: Masked Face Recognition Competition. IJCB 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
2021	J	`jnl`	MFR 2021: Masked Face Recognition Competition. CoRR 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 Kasthuriaarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso
2021	Misc	`conf`	Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning. DICTA Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka
2021	J	`jnl`	Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning. CoRR Sachith Seneviratne, Nuran Kasthuriaarachchi, Sanka Rasnayaka
2021	Misc	`conf`	Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. DICTA Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
2017	—	`conf`	Generation of intermediate viewpoints for scalable adaptation of real world environments for virtual reality. ICIIS Sachini Herath, Vipula Dissanayake, Sanka Rasnayaka, Sachith Seneviratne, Rajith Vidanaarachchi, Chandana Gamage
2015	Misc	`conf`	Quantitative and Qualitative Evaluation of Performance and Robustness of Image Stitching Algorithms. DICTA Vipula Dissanayake, Sachini Herath, Sanka Rasnayaka, Sachith Seneviratne, Rajith Vidanaarachchi, Chandana Gamage