PPaperPicks

Bernhard Kainz

Imperial College London, UK

27 papers at tracked venues · 8 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-7813-5023 ↗Homepage ↗

Venues

MICCAI ×16NeurIPS ×4ECCV ×3ICCV ×2AAAI ×1CVPR ×1

Frequent coauthors

Hadrien Reynaud
×8
Weitong Zhang
×8
Johanna Paula Müller
×7
Sarah Cechnicka
×6
Matthew Baugh
×6
Mischa Dombrowski
×5
Zhe Li
×4
Liu Li
×4
Franciskus Xaverius Erick
×3
Chengqi Zang
×3
Qiang Ma
×3
Wenjia Bai
×3

Papers

  1. Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
    NeurIPS 2025 ·
    Ibrahim Ethem Hamamci
    ,
    Sezgin Er
    ,
    Suprosanna Shit
    ,
    Hadrien Reynaud
    ,
    Dong Yang
    ,
    Pengfei Guo
    ,
    Marc Edgar
    ,
    Daguang Xu
    , Bernhard Kainz,
    Bjoern Menze
  2. CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis
    ICCV 2025 ·
    Jiayi Wang
    ,
    Hadrien Reynaud
    ,
    Franciskus Xaverius Erick
    , Bernhard Kainz
  3. Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion Models
    MICCAI 2025 ·
    Johanna P. Müller
    ,
    Anika Knupfer
    ,
    Pedro Blöss
    ,
    Edoardo Berardi Vittur
    , Bernhard Kainz,
    Jana Hutter
  4. Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models
    MICCAI 2025 ·
    Mischa Dombrowski
    , Bernhard Kainz
  5. From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
    NeurIPS 2025 ·
    Weitong Zhang
    ,
    Chengqi Zang
    , Bernhard Kainz
  6. Graph Conditioned Diffusion for Controllable Histopathology Image Generation
    MICCAI 2025 ·
    Sarah Cechnicka
    ,
    Matthew Baugh
    ,
    Weitong Zhang
    ,
    Mischa Dombrowski
    ,
    Zhe Li
    ,
    Johannes C. Paetzold
    ,
    Candice Roufosse
    , Bernhard Kainz
  7. GroundingDINO for Open-Set Lesion Detection in Medical Imaging
    MICCAI 2025 ·
    Samuel J. Roughley
    ,
    Johanna P. Müller
    ,
    Shangqi Gao
    ,
    Zeyu Gao
    ,
    Marta Ligero
    ,
    Rudolfs Blums
    ,
    Mireia Crispin-Ortuzar
    ,
    Julia A. Schnabel
    , Bernhard Kainz,
    Cosmin I. Bercea
    ,
    Inês Prata Machado
  8. Image Generation Diversity Issues and How to Tame Them
    CVPR 2025 ·
    Mischa Dombrowski
    ,
    Weitong Zhang
    ,
    Sarah Cechnicka
    ,
    Hadrien Reynaud
    , Bernhard Kainz
  9. L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation
    MICCAI 2025 ·
    Johanna P. Müller
    ,
    Robert Wright
    ,
    Thomas G. Day
    ,
    Lorenzo Venturini
    ,
    Samuel Budd
    ,
    Hadrien Reynaud
    ,
    Joseph V. Hajnal
    ,
    Reza Razavi
    , Bernhard Kainz
  10. Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis
    MICCAI 2025 ·
    Franciskus Xaverius Erick
    ,
    Johanna Paula Müller
    ,
    Zhe Li
    , Bernhard Kainz
  11. Mesh4D: A Motion-Aware Multi-view Variational Autoencoder for 3D+t Mesh Reconstruction
    MICCAI 2025 ·
    Mengyun Qiao
    ,
    Jin Zheng
    ,
    Weitong Zhang
    ,
    Qiang Ma
    ,
    Liu Li
    , Bernhard Kainz,
    Declan P. O'Regan
    ,
    Paul M. Matthews
    ,
    Steven A. Niederer
    ,
    Wenjia Bai
  12. Multi-agent Reasoning for Cardiovascular Imaging Phenotype Analysis
    MICCAI 2025 ·
    Weitong Zhang
    ,
    Mengyun Qiao
    ,
    Chengqi Zang
    ,
    Steven A. Niederer
    ,
    Paul M. Matthews
    ,
    Wenjia Bai
    , Bernhard Kainz
  13. NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
    NeurIPS 2025 ·
    Cosmin Bercea
    ,
    Jun Li
    ,
    Philipp Raffler
    ,
    Evamaria O. Riedel
    ,
    Lena Schmitzer
    ,
    Angela Kurz
    ,
    Felix Bitzer
    ,
    Paula Roßmüller
    ,
    Julian Canisius
    ,
    Mirjam L. Beyrle
    ,
    Che Liu
    ,
    Wenjia Bai
    , Bernhard Kainz,
    Julia A. Schnabel
    ,
    Benedikt Wiestler
  14. SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models
    ICCV 2025 ·
    Stathis Galanakis
    ,
    Alexandros Lattas
    ,
    Stylianos Moschoglou
    , Bernhard Kainz,
    Stefanos Zafeiriou
  15. Arc2Face: A Foundation Model for ID-Consistent Human Faces
    ECCV 2024 ·
    Foivos Paraperas Papantoniou
    ,
    Alexandros Lattas
    ,
    Stylianos Moschoglou
    ,
    Jiankang Deng
    , Bernhard Kainz,
    Stefanos Zafeiriou
  16. Data-Efficient Generation for Dataset Distillation
    ECCV 2024 ·
    Zhe Li
    ,
    Weitong Zhang
    ,
    Sarah Cechnicka
    , Bernhard Kainz
  17. EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing
    MICCAI 2024 ·
    Hadrien Reynaud
    ,
    Qingjie Meng
    ,
    Mischa Dombrowski
    ,
    Arijit Ghosh
    ,
    Thomas G. Day
    ,
    Alberto Gómez
    ,
    Paul Leeson
    , Bernhard Kainz
  18. Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection
    MICCAI 2024 ·
    Sergio Naval Marimont
    ,
    Vasilis Siomos
    ,
    Matthew Baugh
    ,
    Christos Tzelepis
    , Bernhard Kainz,
    Giacomo Tarroni
  19. Image Distillation for Safe Data Sharing in Histopathology
    MICCAI 2024 ·
    Zhe Li
    , Bernhard Kainz
  20. Image-Conditioned Diffusion Models for Medical Anomaly Detection
    MICCAI 2024 ·
    Matthew Baugh
    ,
    Hadrien Reynaud
    ,
    Sergio Naval Marimont
    ,
    Sarah Cechnicka
    ,
    Johanna P. Müller
    ,
    Giacomo Tarroni
    , Bernhard Kainz
  21. Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
    NeurIPS 2024 ·
    Weitong Zhang
    ,
    Chengqi Zang
    ,
    Liu Li
    ,
    Sarah Cechnicka
    ,
    Cheng Ouyang
    , Bernhard Kainz
  22. Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation
    ECCV 2024 ·
    Mathias Öttl
    ,
    Frauke Wilm
    ,
    Jana Steenpass
    ,
    Jingna Qiu
    ,
    Matthias Rübner
    ,
    Arndt Hartmann
    ,
    Matthias W. Beckmann
    ,
    Peter A. Fasching
    ,
    Andreas Maier
    ,
    Ramona Erber
    , Bernhard Kainz,
    Katharina Breininger
  23. Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
    AAAI 2024 ·
    Mischa Dombrowski
    ,
    Hadrien Reynaud
    ,
    Johanna P. Müller
    ,
    Matthew Baugh
    , Bernhard Kainz
  24. URCDM: Ultra-Resolution Image Synthesis in Histopathology
    MICCAI 2024 ·
    Sarah Cechnicka
    ,
    James Ball
    ,
    Matthew Baugh
    ,
    Hadrien Reynaud
    ,
    Naomi Simmonds
    ,
    Andrew P. T. Smith
    ,
    Catherine Horsfield
    ,
    Candice Roufosse
    , Bernhard Kainz
  25. Uncertainty-Aware Vision Transformers for Medical Image Analysis
    MICCAI 2024 ·
    Franciskus Xaverius Erick
    ,
    Mina Rezaei
    ,
    Johanna Paula Müller
    , Bernhard Kainz
  26. Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
    MICCAI 2024 ·
    Liu Li
    ,
    Hanchun Wang
    ,
    Matthew Baugh
    ,
    Qiang Ma
    ,
    Weitong Zhang
    ,
    Cheng Ouyang
    ,
    Daniel Rueckert
    , Bernhard Kainz
  27. Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
    MICCAI 2024 ·
    Qiang Ma
    ,
    Liu Li
    ,
    Emma C. Robinson
    , Bernhard Kainz,
    Daniel Rueckert