Stefanos Kollias

According to our database, Stefanos Kollias authored at least 8 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Stable-Drift: A Patient-Aware Latent Drift Replay Method for Stabilizing Representations in Continual Learning.

Paraskevi-Antonia Theofilou, Anuhya Thota, Stefanos Kollias, Mamatha Thota

CoRR, November, 2025

Feasibility Analysis of real-time Robustness Certification.

Emmanouil Seferis, Stefanos Kollias

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation.

Vasileios Karampinis, Anastasios Arsenos, Dimitrios Kollias, Stefanos Kollias, Athanasios Voulodimos

Proceedings of the 25th International Conference on Digital Signal Processing, 2025

Randomized Smoothing Meets Vision-Language Models.

Emmanouil Seferis, Changshun Wu, Stefanos Kollias, Saddek Bensalem, Chih-Hong Cheng

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection.

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.

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.

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.

Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024