Paraskevas Pegios

20 papers Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Need for Speed: Zero-Shot Depth Completion with Single-Step Diffusion.
CoRR
Jakub Gregorek, Paraskevas Pegios, Nando Metzger, Konrad Schindler, Theodora Kontogianni, Lazaros Nalpantidis
2025 J jnl
Causally Steered Diffusion for Automated Video Counterfactual Generation.
CoRR
Nikos Spyrou, Athanasios Vlontzos, Paraskevas Pegios, Thomas Melistas, Nefeli Gkouti, Yannis Panagakis, Giorgos Papanastasiou, Sotirios A. Tsaftaris
2025 — conf
Diffusion-Based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment.
ASMUS@MICCAI
Paraskevas Pegios, Manxi Lin, Nina Weng, Morten Bo Søndergaard Svendsen, Zahra Bashir, Siavash Arjomand Bigdeli, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen
2025 — conf
Graph Counterfactual Explainable AI via Latent Space Traversal.
NLDL
Andreas Abildtrup Hansen, Paraskevas Pegios, Anna Calissano, Aasa Feragen
2025 J jnl
Graph Counterfactual Explainable AI via Latent Space Traversal.
CoRR
Andreas Abildtrup Hansen, Paraskevas Pegios, Anna Calissano, Aasa Feragen
2025 — conf
The Cervix in Context: Bias Assessment in Preterm Birth Prediction.
FAIMI@MICCAI
Joris Fournel, Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Martin Grønnebæk Tolsgaard, Aasa Feragen
2025 J jnl
Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models.
CoRR
Chun Kit Wong, Paraskevas Pegios, Nina Weng, Emilie Pi Fogtmann Sejer, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
2025 — conf
When Pigs Fly: Evaluating Semantic Overconfidence in Deep Neural Network Classifiers.
ICIPW
Panagiotis Dimitrakopoulos, Paraskevas Pegios, Steven McDonagh, Sotirios A. Tsaftaris
2024 J jnl
Counterfactual Explanations via Riemannian Latent Space Traversal.
CoRR
Paraskevas Pegios, Aasa Feragen, Andreas Abildtrup Hansen, Georgios Arvanitidis
2024 J jnl
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment.
CoRR
Paraskevas Pegios, Manxi Lin, Nina Weng, Morten Bo Søndergaard Svendsen, Zahra Bashir, Siavash Arjomand Bigdeli, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen
2024 — conf
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation.
ECCV (86)
Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Arjomand Bigdeli
2024 — conf
Learning Semantic Image Quality for Fetal Ultrasound from Noisy Ranking Annotation.
ISBI
Manxi Lin, Jakob Ambsdorf, Emilie Pi Fogtmann Sejer, Zahra Bashir, Chun Kit Wong, Paraskevas Pegios, Alberto Raheli, Morten Bo Søndergaard Svendsen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
2024 J jnl
Learning semantic image quality for fetal ultrasound from noisy ranking annotation.
CoRR
Manxi Lin, Jakob Ambsdorf, Emilie Pi Fogtmann Sejer, Zahra Bashir, Chun Kit Wong, Paraskevas Pegios, Alberto Raheli, Morten Bo Søndergaard Svendsen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
2024 — conf
Unsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models.
ASMUS@MICCAI
Markus Ditlev Sjøgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Taksøe-Vester, Morten Bo Søndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Aasa Feragen, Paraskevas Pegios
2024 J jnl
Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models.
CoRR
Markus Ditlev Sjøgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Taksøe-Vester, Morten Bo Søndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Aasa Feragen, Paraskevas Pegios
2023 J jnl
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation.
CoRR
Nina Weng, Paraskevas Pegios, Aasa Feragen, Eike Petersen, Siavash Arjomand Bigdeli
2023 — conf
Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction.
ASMUS@MICCAI
Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Manxi Lin, Zahra Bashir, Morten Bo Søndergaard Svendsen, Mads Nielsen, Eike Petersen, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen
2023 J jnl
Semantic similarity metrics for image registration.
Medical Image Anal.
Steffen Czolbe, Paraskevas Pegios, Oswin Krause, Aasa Feragen
2020 — conf
Improving Universal Style Transfer using Sub-style Decomposition.
SETN
Paraskevas Pegios, Nikolaos Passalis, Anastasios Tefas
2018 J jnl
Style Decomposition for Improved Neural Style Transfer.
CoRR
Paraskevas Pegios, Nikolaos Passalis, Anastasios Tefas