Rachit Saluja

BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation

Segmenting small lesions in medical images remains notoriously difficult. Most prior work tackles this challenge by either designing better architectures, loss functions, or data augmentation schemes; and collecting more labeled data. We take a different view, arguing that part of the problem lies i