Matthew Baugh

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

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)

Research topics

Computer Vision (2) Deep Learning (2) Models (2) Machine Learning (1) Application Areas (1) Domain-Specific (1) Learning Types (1) Processing (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

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection MICCAI 2024 Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 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