70 citations · 100 across the 4 of their papers we have counts for
4 papers
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification
Daniel Sens, Ario Sadafi, Francesco Paolo Casale +2
Multiple Instance Learning (MIL) has become the predominant approach for classification tasks on gigapixel histopathology whole slide images (WSIs). Within the MIL framework, singl…
Probabilistic Neural Architecture Search
Francesco Paolo Casale, Jonathan Gordon, Nicolo Fusi
In neural architecture search (NAS), the space of neural network architectures is automatically explored to maximize predictive accuracy for a given task. Despite the success of re…
Gaussian Process Prior Variational Autoencoders
Francesco Paolo Casale, Adrian V Dalca, Luca Saglietti +2
Variational autoencoders (VAE) are a powerful and widely-used class of models to learn complex data distributions in an unsupervised fashion. One important limitation of VAEs is th…
DNA methylation variation in Arabidopsis has a genetic basis and shows evidence of local adaptation
Manu J. Dubin, Pei Zhang, Dazhe Meng +15
Epigenome modulation in response to the environment potentially provides a mechanism for organisms to adapt, both within and between generations. However, neither the extent to whi…