Saman Halgamuge
- Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers
2024/01/31 by Amanda Jayanetti, Saman Halgamuge, Rajkumar Buyya · 2 citations
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #IoT and Edge/Fog Computing
- 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
- Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning
2024/12/06 by Jinendra Bogahawatte, Sachith Seneviratne, Bogahawatte, Jayanie +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
- NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning
2023/08/18 by Tamasha Malepathirana, Malepathirana, Tamasha, Damith Senanayake +3 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Undercover Deepfakes: Detecting Fake Segments in Videos
2023/05/11 by Sanjay Saha, Saha, Sanjay, Rashindrie Perera +13 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Advanced Image Processing Techniques
- 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
- Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
2025/03/11 by Nadarasar Bahavan, Bahavan, Nadarasar, Saha, Sanjay +6 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
- Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction
2024/11/17 by Maneesha Perera, Perera, Maneesha, Julian De Hoog +6 · 1 citation
#cs.LG #cs.CV