Gradient flow encoding with distance optimization adaptive step size. - Kyriakos Flouris; Anna Volokitin; Gustav Bredell; Ender Konukoglu (CoRR, 2021)

Explicitly Minimizing the Blur Error of Variational Autoencoders. - Gustav Bredell; Kyriakos Flouris; Krishna Chaitanya; Ertunc Erdil; Ender Konukoglu (ICLR, 2023)

Canonical normalizing flows for manifold learning. - Kyriakos Flouris; Ender Konukoglu (NeurIPS, 2023)

Comparing Stability and Discriminatory Power of Hand-Crafted Versus Deep Radiomics: A 3D-Printed Anthropomorphic Phantom Study. - Oscar Alfonso Jiménez del Toro; Christoph Aberle; Roger Schaer; Michael Bach; Kyriakos Flouris; Ender Konukoglu; Bram Stieltjes; Markus M. Obmann; André Anjos; Henning Müller; Adrien Depeursinge (EUVIP, 2024)

Energy-Based Prior Latent Space Diffusion Model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI. - Yanke Wang; Yolanne Yi Ran Lee; Aurelio Dolfini; Markus Reischl; Ender Konukoglu; Kyriakos Flouris (DGM4MICCAI@MICCAI, 2024)

Explicit and data-Efficient Encoding via Gradient Flow. - Kyriakos Flouris; Anna Volokitin; Gustav Bredell; Ender Konukoglu (CoRR, 2024)

Localized FNO for Spatiotemporal Hemodynamic Upsampling in Aneurysm MRI. - Kyriakos Flouris; Moritz Halter; Yolanne Yi Ran Lee; Samuel Castonguay; Luuk Jacobs; Pietro Dirix; Jonathan Nestmann; Sebastian Kozerke; Ender Konukoglu (GRAIL/RIME@MICCAI, 2025)

A matrix product state model for simultaneous classification and generation. - Alex Mossi; Bojan Zunkovic; Kyriakos Flouris (Quantum Mach. Intell., 2025)

A Multi-Centric Anthropomorphic 3D CT Phantom-Based Benchmark Dataset for Harmonization. - Mohammadreza Amirian; Michael Bach; Oscar Alfonso Jiménez del Toro; Christoph Aberle; Roger Schaer; Vincent Andrearczyk; Jean-Félix Maestrati; María Martin Asiain; Kyriakos Flouris; Markus M. Obmann; Clarisse Dromain; Benoît Dufour; et al. (CoRR, 2025)

Hyperbolic Optimization. - Yanke Wang; Kyriakos Flouris (CoRR, 2025)

Operator Flow Matching for Timeseries Forecasting. - Yolanne Yi Ran Lee; Kyriakos Flouris (CoRR, 2025)

Generative human motion mimicking through feature extraction in denoising diffusion settings. - Alexander Okupnik; Johannes Schneider; Kyriakos Flouris (CoRR, 2025)