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Stefanos Kollias

According to our database1, Stefanos Kollias authored at least 5 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2015, "For contributions to intelligent systems for multimedia content analysis and human-machine interaction".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation.
[BibTeX]
[DOI]
Vasileios Karampinis
,
Anastasios Arsenos
,
Dimitrios Kollias
,
Stefanos Kollias
,
Athanasios Voulodimos
Proceedings of the 25th International Conference on Digital Signal Processing, 2025

2024
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection.
[BibTeX]
[DOI]
Dimitrios Kollias
,
Anastasios Arsenos
,
James Wingate
,
Stefanos Kollias
EAI Endorsed Trans. Pervasive Health Technol., 2024

Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction.
[BibTeX]
[DOI]
Zacharias Anastasakis
,
Dimitrios Mallis
,
Markos Diomataris
,
George Alexandridis
,
Stefanos Kollias
,
Vassilis Pitsikalis
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Estimating the Robustness Radius for Randomized Smoothing with 100× Sample Efficiency.
[BibTeX]
[DOI]
Emmanouil Seferis
,
Stefanos Kollias
,
Chih-Hong Cheng
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans.
[BibTeX]
[DOI]
Dimitrios Kollias
,
Anastasios Arsenos
,
Stefanos Kollias
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024


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