Stefanos Kollias

11 papers A* 1A 3Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation.
DSP
Vasileios Karampinis, Anastasios Arsenos, Dimitrios Kollias, Stefanos Kollias, Athanasios Voulodimos
2025 A conf
Feasibility Analysis of real-time Robustness Certification.
IROS
Emmanouil Seferis, Stefanos Kollias
2025 A* conf
Randomized Smoothing Meets Vision-Language Models.
EMNLP
Emmanouil Seferis, Changshun Wu, Stefanos Kollias, Saddek Bensalem, Chih-Hong Cheng
2025 J jnl
Randomized Smoothing Meets Vision-Language Models.
CoRR
Emmanouil Seferis, Changshun Wu, Stefanos Kollias, Saddek Bensalem, Chih-Hong Cheng
2025 J jnl
Stable-Drift: A Patient-Aware Latent Drift Replay Method for Stabilizing Representations in Continual Learning.
CoRR
Paraskevi-Antonia Theofilou, Anuhya Thota, Stefanos Kollias, Mamatha Thota
2024 — conf
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans.
CVPR Workshops
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias
2024 A conf
Estimating the Robustness Radius for Randomized Smoothing with 100× Sample Efficiency.
ECAI
Emmanouil Seferis, Stefanos Kollias, Chih-Hong Cheng
2024 J jnl
Estimating the Robustness Radius for Randomized Smoothing with 100⨉ Sample Efficiency.
CoRR
Emmanouil Seferis, Stefanos Kollias, Chih-Hong Cheng
2024 J jnl
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection.
EAI Endorsed Trans. Pervasive Health Technol.
Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos Kollias
2024 A conf
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction.
WACV
Zacharias Anastasakis, Dimitrios Mallis, Markos Diomataris, George Alexandridis, Stefanos Kollias, Vassilis Pitsikalis
2023 J jnl
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction.
CoRR
Zacharias Anastasakis, Dimitrios Mallis, Markos Diomataris, George Alexandridis, Stefanos Kollias, Vassilis Pitsikalis