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cs.CV2026
SWIFT-Cell: Segmentation Without Iterative Flow Tracking
Devansh Lalwani, Swapnil Bhat, Muralikrishna H H +2
Generalist segmenters such as Cellpose-SAM (CPSAM) outline cells accurately across stains but slowly; watershed detectors such as QuPath's are fast but less accurate. In time-criti…
cs.CV2026
Aligning Cellular Sheaves with Classifier Attention for Interpretable Weakly-Supervised Pathology Localization
Devansh Lalwani, Swapnil Bhat, Maulik Shah
Weakly-supervised classification of whole-slide images with attention-based multiple instance learning (ABMIL) on top of foundation features now reaches near-saturation on Camelyon…