Sarah Cechnicka

According to our database, Sarah Cechnicka authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Video Dataset Condensation with Diffusion Models.

Zhe Li, Hadrien Reynaud, Mischa Dombrowski, Sarah Cechnicka, Franciskus Xaverius Erick, Bernhard Kainz

CoRR, May, 2025

Dataset Distillation with Probabilistic Latent Features.

Zhe Li, Sarah Cechnicka, Cheng Ouyang, Katharina Breininger, Peter J. Schüffler, Bernhard Kainz

CoRR, May, 2025

Image Generation Diversity Issues and How to Tame Them.

Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics.

Weitong Zhang, Chengqi Zang, Liu Li, Sarah Cechnicka, Cheng Ouyang, Bernhard Kainz

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Workshop, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 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

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

Data-Efficient Generation for Dataset Distillation.

Zhe Li, Weitong Zhang, Sarah Cechnicka, Bernhard Kainz

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

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

Realistic Data Enrichment for Robust Image Segmentation in Histopathology.

Sarah Cechnicka, James Ball, Callum Arthurs, Candice Roufosse, Bernhard Kainz

CoRR, 2023

Realistic Data Enrichment for Robust Image Segmentation in Histopathology.

Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs, Candice Roufosse, Bernhard Kainz

Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023