PP
Paraskevas Pegios
cs.CVcs.LGeess.IVcs.AIartificial intelligenceasparagus metabolomeAsparagus officinaliscervical lengthCervical Length Measurementcervical scan
On Valency
published · living versionsW_8thh8xwx·v1 · currentpublished
AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining
with Vasileios Tzouras, Lazaros Nalpantidis
1 version
Preprints & journals
14 papers in the corpus · 2018–2026AgriField-40K: Adapting Vision Models to Agriculture With Efficient Continual Pretraining2608.07984v1 · Vasileios Tzouras, Paraskevas Pegios, Lazaros Nalpantidis2026 · 0 citationsarXivon Valency
Need for Speed: Zero-Shot Depth Completion with Single-Step Diffusion2603.10584v2 · Jakub Gregorek, Paraskevas Pegios, Nando Metzger et al.2026 · 0 citationsarXiv
Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models2512.13144v2 · Chun Kit Wong, Paraskevas Pegios, Nina Weng et al.2025 · 0 citationsarXiv
The combined use of cervical ultrasound and deep learning improves the detection of patients at risk for spontaneous preterm delivery.40945809 · Sejer, Emilie P F, Pegios, Paraskevas, Lin, Manxi et al.2025 · 8 citationsAmerican journal of obstetrics and gynecology. 2026;234(1):172-194
Causally Steered Diffusion for Automated Video Counterfactual Generation2506.14404v2 · Nikos Spyrou, Athanasios Vlontzos, Paraskevas Pegios et al.2025 · 0 citationsarXiv
Graph Counterfactual Explainable AI via Latent Space Traversal2501.08850v1 · Andreas Abildtrup Hansen, Paraskevas Pegios, Anna Calissano et al.2025 · 0 citationsProceedings of the 7th Northern Lights Deep Learning Conference (NLDL), PMLR 265, 2025
Counterfactual Explanations via Riemannian Latent Space Traversal2411.02259v1 · Paraskevas Pegios, Aasa Feragen, Andreas Abildtrup Hansen et al.2024 · 0 citationsarXiv
Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models2408.03654v1 · Markus Ditlev Sj\ogren Olsen, Jakob Ambsdorf, Manxi Lin et al.2024 · 7 citationsarXiv
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment2403.08700v2 · Paraskevas Pegios, Manxi Lin, Nina Weng et al.2024 · 2 citationsarXiv
Learning semantic image quality for fetal ultrasound from noisy ranking annotation2402.08294v1 · Manxi Lin, Jakob Ambsdorf, Emilie Pi Fogtmann Sejer et al.2024 · 4 citationsarXiv
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation2312.14223v2 · Nina Weng, Paraskevas Pegios, Eike Petersen et al.2023 · 9 citationsarXiv
Semantic similarity metrics for image registration.37172390 · Czolbe, Steffen, Pegios, Paraskevas, Krause, Oswin et al.2023 · 25 citationsMedical image analysis. 2023;87:102830
Metabolomics Reveals Heterogeneity in the Chemical Composition of Green and White Spears of Asparagus (A. officinalis).34677423 · Pegiou, Eirini, Zhu, Qingrui, Pegios, Paraskevas et al.2024 · 20 citationsMetabolites. 2021;11(10)
Style Decomposition for Improved Neural Style Transfer1811.12704v1 · Paraskevas Pegios, Nikolaos Passalis, Anastasios Tefas2018 · 0 citationsarXiv
Career total: 20 works. 14 are in this corpus.
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