DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training

Diffusion models (DMs) have emerged as powerful foundation models for a variety of tasks, with a large focus in synthetic image generation. However, their requirement of large annotated datasets for training limits their applicability in medical imaging, where datasets are typically smaller and spar...

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Bibliographische Detailangaben

Hauptverfasser:	Jimenez-Perez, Guillermo, Osorio, Pedro, Cersovsky, Josef, Montalt-Tordera, Javier, Hooge, Jens, Vogler, Steffen, Mohammadi, Sadegh
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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