Realistic Data Enrichment for Robust Image Segmentation in Histopathology. - Sarah Cechnicka; James Ball; Hadrien Reynaud; Callum Arthurs; Candice Roufosse; Bernhard Kainz (DART@MICCAI, 2023)

Realistic Data Enrichment for Robust Image Segmentation in Histopathology. - Sarah Cechnicka; James Ball; Callum Arthurs; Candice Roufosse; Bernhard Kainz (CoRR, 2023)

Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology. - Sarah Cechnicka; Hadrien Reynaud; James Ball; Naomi Simmonds; Catherine Horsfield; Andrew P. T. Smith; Candice Roufosse; Bernhard Kainz (CoRR, 2023)

Data-Efficient Generation for Dataset Distillation. - Zhe Li 025; Weitong Zhang; Sarah Cechnicka; Bernhard Kainz (ECCV Workshops (19), 2024)

Image-Conditioned Diffusion Models for Medical Anomaly Detection. - Matthew Baugh; Hadrien Reynaud; Sergio Naval Marimont; Sarah Cechnicka; Johanna P. Müller; Giacomo Tarroni; Bernhard Kainz (UNSURE@MICCAI, 2024)

URCDM: Ultra-Resolution Image Synthesis in Histopathology. - Sarah Cechnicka; James Ball; Matthew Baugh; Hadrien Reynaud; Naomi Simmonds; Andrew P. T. Smith; Catherine Horsfield; Candice Roufosse; Bernhard Kainz (MICCAI (4), 2024)

Physics-Informed Neural Networks Can Accurately Model Cardiac Electrophysiology in 3D Geometries and Fibrillatory Conditions. - Ching-En Chiu; Aditi Roy; Sarah Cechnicka; Ashvin Gupta; Arieh Levy Pinto; Christoforos Galazis; Kim Christensen; Danilo Mandic; Marta Varela (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics. - Weitong Zhang; Chengqi Zang; Liu Li; Sarah Cechnicka; Cheng Ouyang; Bernhard Kainz (NeurIPS, 2024)

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation. - Hadrien Reynaud; Matthew Baugh; Mischa Dombrowski; Sarah Cechnicka; Qingjie Meng; Bernhard Kainz (CoRR, 2024)

Image Generation Diversity Issues and How to Tame Them. - Mischa Dombrowski; Weitong Zhang; Sarah Cechnicka; Hadrien Reynaud; Bernhard Kainz (CVPR, 2025)

Dataset Distillation with Probabilistic Latent Features. - Zhe Li 025; Sarah Cechnicka; Cheng Ouyang; Katharina Breininger; Peter J. Schüffler; Bernhard Kainz (CoRR, 2025)

Video Dataset Condensation with Diffusion Models. - Zhe Li 025; Hadrien Reynaud; Mischa Dombrowski; Sarah Cechnicka; Franciskus Xaverius Erick; Bernhard Kainz (CoRR, 2025)