Andrea Cairoli

Asymmetric Contrastive Objectives for Efficient Phenotypic Screening

Phenotypic screening experiments produce many microscope images of cells under diverse perturbations, with biologically significant responses often subtle or difficult to identify visually. A central challenge is to extract image representations that distinguish activity from controls and group phen…