Matthew Baugh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
4
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | Graph Conditioned Diffusion for Controllable Histopathology Image Generation. | Sarah Cechnicka, Matthew Baugh, Weitong Zhang, Mischa Dombrowski, Zhe Li, Johannes C. Paetzold, Candice Roufosse, Bernhard Kainz |
| 2025 | NeSy | Disentangling Neural Disjunctive Normal Form Models. | Kexin Gu Baugh, Vincent Perreault, Matthew Baugh, Luke Dickens, Katsumi Inoue, Alessandra Russo |
| 2024 | AAAI | Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability. | Mischa Dombrowski, Hadrien Reynaud, Johanna P. Mller, Matthew Baugh, Bernhard Kainz |
| 2024 | MICCAI | Image-Conditioned Diffusion Models for Medical Anomaly Detection. | Matthew Baugh, Hadrien Reynaud, Sergio Naval Marimont, Sarah Cechnicka, Johanna P. Mller, Giacomo Tarroni, Bernhard Kainz |
| 2024 | MICCAI | 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 |
| 2024 | MICCAI | Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis. | Liu Li, Hanchun Wang, Matthew Baugh, Qiang Ma, Weitong Zhang, Cheng Ouyang, Daniel Rueckert, Bernhard Kainz |
| 2024 | MICCAI | Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection. | Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni |
| 2023 | ICCV | Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models. | Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz |
| 2023 | MICCAI | Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks. | Matthew Baugh, Jeremy Tan, Johanna P. Mller, Mischa Dombrowski, James Batten, Bernhard Kainz |
| 2023 | MICCAI | Confidence-Aware and Self-supervised Image Anomaly Localisation. | Johanna P. Mller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz |
| 2023 | MICCAI | MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI. | Weitong Zhang, Berke Doga Basaran, Qingjie Meng, Matthew Baugh, Jonathan K. Stelter, Phillip Lung, Uday Patel, Wenjia Bai, Dimitrios C. Karampinos, Bernhard Kainz |
| 2022 | MICCAI | nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods. | Matthew Baugh, Jeremy Tan, Athanasios Vlontzos, Johanna P. Mller, Bernhard Kainz |
| 2022 | MICCAI | Adnexal Mass Segmentation with Ultrasound Data Synthesis. | Clara Lebbos, Jen Barcroft, Jeremy Tan, Johanna P. Mller, Matthew Baugh, Athanasios Vlontzos, Srdjan Saso, Bernhard Kainz |