Stefanos Kollias
National Technical University
H-index: 57
Asia-Mongolia
Top articles of Stefanos Kollias
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Estimating the Robustness Radius for Randomized Smoothing with 100 Sample Efficiency | arXiv preprint arXiv:2404.17371 | Emmanouil Seferis Stefanos Kollias Chih-Hong Cheng | 2024/4/26 |
Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation | Anastasios Arsenos Dimitrios Kollias Evangelos Petrongonas Christos Skliros Stefanos Kollias | 2024/4/14 | |
Insights into Object Semantics: Leveraging Transformer Networks for Advanced Image Captioning | Sensors | Deema Abdal Hafeth Stefanos Kollias | 2024/3/11 |
Domain adaptation, explainability & fairness in ai for medical image analysis: Diagnosis of covid-19 based on 3-d chest ct-scans | arXiv preprint arXiv:2403.02192 | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2024/3/4 |
Learning Spatio-Temporal Radon Footprints for Assessment of Parkinson’s Dyskinesia | Electronics | Paraskevi Antonia Theofilou Georgios Tsatiris Stefanos Kollias | 2024/2/2 |
Self-Supervised Learning for Visual Relationship Detection through MaskednBounding Box Reconstruction | Zacharias Anastasakis Dimitrios Mallis Markos Diomataris George Alexandridis Stefanos Kollias | 2024 | |
Ai-enabled analysis of 3-d ct scans for diagnosis of covid-19 & its severity | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2023/6/4 | |
Cloud-IoT Application for Scene Understanding in Assisted Living: Unleashing the Potential of Image Captioning and Large Language Model (ChatGPT) | Deema Abdal Hafeth Gokul Lal Mohammed Al-Khafajiy Thar Baker Stefanos Kollias | 2023/12/18 | |
Optimizing Crop Yield and Reducing Energy Consumption in Greenhouse Control Using PSO-MPC Algorithm | Algorithms | Liyun Gong Miao Yu Stefanos Kollias | 2023/5/7 |
Enhancing Fall Detection Accuracy with a Transfer Learning-Aided Transformer Model using Computer Vision | Sheldon McCall Liyun Gong Stefanos Kollias Miao Yu Shigang Yue | 2023/12/4 | |
Semantic representations with attention networks for boosting image captioning | IEEE Access | Deema Abdal Hafeth Stefanos Kollias Mubeen Ghafoor | 2023/4/21 |
Randomized Smoothing (almost) in Real Time? | Emmanouil Seferis Simon Burton Stefanos Kollias | 2023/10/4 | |
Satellite image super-resolution for forest localization | Eleftherios Lymperopoulos Paraskevi Tzouveli Stefanos Kollias | 2023/1/27 | |
A deep neural architecture for harmonizing 3-d input data analysis and decision making in medical imaging | Neurocomputing | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2023/7/14 |
Data-driven covid-19 detection through medical imaging | Anastasios Arsenos Andjoli Davidhi Dimitrios Kollias Panos Prassopoulos Stefanos Kollias | 2023/6/4 | |
Statistical Guarantees for Safe 2D Object Detection Post-processing | Emmanouil Seferis Simon Burton Stefanos Kollias Chih-Hong Cheng | 2023 | |
A large imaging database and novel deep neural architecture for covid-19 diagnosis | Anastasios Arsenos Dimitrios Kollias Stefanos Kollias | 2022/6/26 | |
A Novel Model Fusion Approach for Greenhouse Crop Yield Prediction | Horticulturae | Liyun Gong Miao Yu Vassilis Cutsuridis Stefanos Kollias Simon Pearson | 2022/12/20 |
AI-enabled Safe and Efficient Food Supply Chain | Stefanos Kollias Xujiong Ye Miao Yu Wenting Duan Georgios Leontidis | 2022/6/22 | |
Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements | Annals of Nuclear Energy | Antonios Papaoikonomou James Wingate Vasudha Verma Aiden Mark Durrant George Ioannou | 2022/8/3 |
