Can Your Generative Model Detect Out-of-Distribution Covariate Shift? - Christiaan G. A. Viviers; M. M. Amaan Valiuddin; Francisco Caetano; Lemar Abdi; Lena Filatova; Peter H. N. de With; Fons van der Sommen (ECCV Workshops (17), 2024)

Typicality Excels Likelihood for Unsupervised Out-of-Distribution Detection in Medical Imaging. - Lemar Abdi; M. M. Amaan Valiuddin; Christiaan G. A. Viviers; Peter H. N. de With; Fons van der Sommen (UNSURE@MICCAI, 2024)

MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching. - Francisco Caetano; Lemar Abdi; Christiaan G. A. Viviers; M. M. Amaan Valiuddin; Fons van der Sommen (CoRR, 2025)

Zero-Shot Image Anomaly Detection Using Generative Foundation Models. - Lemar Abdi; M. M. Amaan Valiuddin; Francisco Caetano; Christiaan G. A. Viviers; Fons van der Sommen (CoRR, 2025)

Out-of-Distribution Detection in Medical Imaging via Diffusion Trajectories. - Lemar Abdi; Francisco Caetano; M. M. Amaan Valiuddin; Christiaan G. A. Viviers; Hamdi Joudeh; Fons van der Sommen (CoRR, 2025)