Sachith Seneviratne

1. Semantic Segmentation using Vision Transformers: A survey
   2023/05/05 by Hans Thisanke, Thisanke, Hans, Chamli Deshan +9 · 16 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
2. Extending global-local view alignment for self-supervised learning with remote sensing imagery
   2023/03/12 by Xinye Wanyan, Wanyan, Xinye, Sachith Seneviratne +5 · 10 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
3. AniFaceDiff: Animating Stylized Avatars via Parametric Conditioned Diffusion Models
   2024/06/19 by Ken Chen, Sachith Seneviratne, Chen, Ken +17 · 2 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
4. FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning
   2023/03/13 by Shuchang Shen, Sachith Seneviratne, Shen, Shuchang +5 · 1 citation
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire effects on ecosystems #Landslides and related hazards
5. Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning
   2024/12/06 by Jinendra Bogahawatte, Bogahawatte, Jayanie, Sachith Seneviratne +5 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. Undercover Deepfakes: Detecting Fake Segments in Videos
   2023/05/11 by Sanjay Saha, Rashindrie Perera, Saha, Sanjay +13 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Advanced Image Processing Techniques
7. GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations
   2023/12/18 by Nisal Ranasinghe, Ranasinghe, Nisal, Damith Senanayake +7 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Statistical and Computational Modeling