Asymmetric Contrastive Objectives for Efficient Phenotypic Screening
Luke Nightingale, Joseph Tuersley, Scott Warchal, Andrea Cairoli, Jacob Howes, Cameron Shand, Andrew J. Powell, Darren V.S. Green, Amy Strange, Michael T. Howell
This paper introduces asymmetric contrastive objectives for phenotypic screening, improving performance on benchmark datasets and real-world cell screening tasks.
bioRxiv · Apr 19, 2024 · PreprintBioinformatics