Showing cs.CVShow all
2 papers · 1 filter
cs.CV2024
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training
Guillermo Jimenez-Perez, Pedro Osorio, Josef Cersovsky +4
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 anno…
cs.CV2023
Towards Hierarchical Regional Transformer-based Multiple Instance Learning
Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller +1
The classification of gigapixel histopathology images with deep multiple instance learning models has become a critical task in digital pathology and precision medicine. In this wo…