Halgamuge, Saman

1. Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning
   2024/03/07 by Rashindrie Perera, Perera, Rashindrie, Saman Halgamuge +1 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
2. AniFaceDiff: Animating Stylized Avatars via Parametric Conditioned Diffusion Models
   2024/06/19 by Ken Chen, Chen, Ken, Sachith Seneviratne +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
3. 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
4. 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
5. 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
6. 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
7. Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data
   2024/03/04 by Perera, Maneesha, De Hoog, Julian, Bandara, Kasun +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. 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
9. Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction
   2024/11/17 by Maneesha Perera, Julian De Hoog, Perera, Maneesha +6 · 1 citation
   #cs.LG #cs.CV