Matthew Baugh

5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MICCAI (3) AAAI (1) ICCV (1)

Top co-authors

Bernhard Kainz (5) Hadrien Reynaud (3) Mischa Dombrowski (2) Johanna P. Müller (1) Vasilis Siomos (1) Cheng Ouyang (1) Catherine Horsfield (1) Sergio Naval Marimont (1) Sarah Cechnicka (1) Giacomo Tarroni (1)

Keywords

image segmentation (1) medical imaging (1) image synthesis (1) generative model (1) diffusion model (1) latent diffusion model (1) synthetic dataset (1) foreground-background separation (1) concept distillation (1)

Papers

Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 2024

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection MICCAI 2024

Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis MICCAI 2024

URCDM: Ultra-Resolution Image Synthesis in Histopathology MICCAI 2024

Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models ICCV 2023