Alert button
Picture for Bernhard Kainz

Bernhard Kainz

Alert button

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation

Mar 21, 2024
Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias Beckmann, Peter Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger

Viaarxiv icon

Arc2Face: A Foundation Model of Human Faces

Mar 18, 2024
Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Jiankang Deng, Bernhard Kainz, Stefanos Zafeiriou

Viaarxiv icon

Whole-examination AI estimation of fetal biometrics from 20-week ultrasound scans

Jan 02, 2024
Lorenzo Venturini, Samuel Budd, Alfonso Farruggia, Robert Wright, Jacqueline Matthew, Thomas G. Day, Bernhard Kainz, Reza Razavi, Jo V. Hajnal

Viaarxiv icon

Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology

Dec 02, 2023
Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew Smith, Candice Roufosse, Bernhard Kainz

Viaarxiv icon

Stochastic Vision Transformers with Wasserstein Distance-Aware Attention

Nov 30, 2023
Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Müller, Bernhard Kainz

Viaarxiv icon

DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection

Nov 26, 2023
Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni

Figure 1 for DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
Figure 2 for DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
Figure 3 for DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
Figure 4 for DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
Viaarxiv icon

Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation

Nov 02, 2023
Hadrien Reynaud, Bernhard Kainz

Viaarxiv icon

Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis

Oct 06, 2023
Glejdis Shkëmbi, Johanna P. Müller, Zhe Li, Katharina Breininger, Peter Schüffler, Bernhard Kainz

Viaarxiv icon

Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference

Sep 10, 2023
Sudarshan Sreeram, Bernhard Kainz

Figure 1 for Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
Figure 2 for Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
Figure 3 for Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
Figure 4 for Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
Viaarxiv icon

LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation

Aug 17, 2023
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai

Figure 1 for LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation
Figure 2 for LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation
Figure 3 for LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation
Figure 4 for LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation
Viaarxiv icon