PPaperPicks

Matthew Baugh

6 papers at tracked venues · 1 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

MICCAI ×5AAAI ×1

Frequent coauthors

Bernhard Kainz
×6
Sarah Cechnicka
×3
Hadrien Reynaud
×3
Weitong Zhang
×2
Mischa Dombrowski
×2
Candice Roufosse
×2
Sergio Naval Marimont
×2
Giacomo Tarroni
×2
Johanna P. Müller
×2
Zhe Li
×1
Johannes C. Paetzold
×1
Vasilis Siomos
×1

Papers

  1. 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
  2. Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection
    MICCAI 2024 ·
    Sergio Naval Marimont
    ,
    Vasilis Siomos
    , Matthew Baugh,
    Christos Tzelepis
    ,
    Bernhard Kainz
    ,
    Giacomo Tarroni
  3. 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
  4. Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
    AAAI 2024 ·
    Mischa Dombrowski
    ,
    Hadrien Reynaud
    ,
    Johanna P. Müller
    , Matthew Baugh,
    Bernhard Kainz
  5. 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
  6. 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