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2020 – today
- 2024
[j2]Anastasios Arsenos
, Vasileios Karampinis, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos:
Common Corruptions for Evaluating and Enhancing Robustness in Air-to-Air Visual Object Detection. IEEE Robotics Autom. Lett. 9(7): 6688-6695 (2024)- [c10]Dimitrios D. Kollias, Anastasios Arsenos, Stefanos Kollias:
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. CVPR Workshops 2024: 4907-4914 - [c9]Nikolaos Spanos, Anastasios Arsenos, Paraskevi-Antonia Theofilou, Paraskevi K. Tzouveli, Athanasios Voulodimos, Stefanos D. Kollias:
Complex Style Image Transformations for Domain Generalization in Medical Images. CVPR Workshops 2024: 5036-5045 - [c8]Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias:
Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation. ICASSP 2024: 6935-6939 - [c7]Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias:
Covid-19 Computer-Aided Diagnosis through AI-Assisted CT Imaging Analysis: Deploying a Medical AI System. ISBI 2024: 1-4 - [i11]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. CoRR abs/2403.02192 (2024) - [i10]Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias:
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System. CoRR abs/2403.06242 (2024) - [i9]Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias:
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation. CoRR abs/2403.07514 (2024) - [i8]Vasileios Karampinis, Anastasios Arsenos, Orfeas Filippopoulos, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos:
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation. CoRR abs/2405.06749 (2024) - [i7]Anastasios Arsenos, Vasileios Karampinis, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos:
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection. CoRR abs/2405.06765 (2024) - [i6]Nikolaos Spanos, Anastasios Arsenos, Paraskevi-Antonia Theofilou, Paraskevi K. Tzouveli, Athanasios Voulodimos, Stefanos D. Kollias:
Complex Style Image Transformations for Domain Generalization in Medical Images. CoRR abs/2406.00298 (2024) - [i5]Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos D. Kollias:
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection. CoRR abs/2407.15728 (2024) - 2023
- [j1]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging. Neurocomputing 542: 126244 (2023) - [c6]Anastasios Arsenos, Andjoli Davidhi, Dimitrios Kollias, Panos Prassopoulos, Stefanos D. Kollias:
Data-Driven Covid-19 Detection Through Medical Imaging. ICASSP Workshops 2023: 1-5 - [c5]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity. ICASSP Workshops 2023: 1-5 - [i4]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging. CoRR abs/2303.00175 (2023) - [i3]Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskevi-Antonia Theofilou:
FaceRNET: a Facial Expression Intensity Estimation Network. CoRR abs/2303.00180 (2023) - 2022
- [c4]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging. ECCV Workshops (7) 2022: 677-690 - [c3]Anastasios Arsenos, Dimitrios Kollias, Stefanos D. Kollias:
A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis. IVMSP 2022: 1-5 - [i2]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging. CoRR abs/2206.04732 (2022) - 2021
- [c2]Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias:
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. ICCVW 2021: 537-544 - [i1]Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias:
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. CoRR abs/2106.07524 (2021) - 2020
- [c1]Anastasios Arsenos, Georgios Siolas:
NTUAAILS at SemEval-2020 Task 11: Propaganda Detection and Classification with biLSTMs and ELMo. SemEval@COLING 2020: 1495-1501
Coauthor Index
aka: Dimitrios Kollias
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