Maria Vakalopoulou

multiple instance learning (5) foundation model (3) digital pathology (3) medical imaging (2) representation learning (2) probabilistic modeling (2) whole slide image (2) bayesian inference (1) multi-label classification (1) image segmentation (1) data augmentation (1) weak supervision (1) gaussian process (1) parameter-efficient fine-tuning (1) adversarial robustness (1) randomized smoothing (1) self-supervised learning (1) diffusion model (1) generative model (1) uncertainty quantification (1)