most citedHistopathological Image Classification with Cell Morphology Aware Deep Neural Networks

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cs.CV2026

DistillPath: An Efficient 22M Distilled Pathology Encoder Approaching Large Foundation Model Performance

Ramon Kaspar, Andrey Ignatov, Valentina Boeva

Many high-performing pathology tile encoders are now foundation models with hundreds of millions to over a billion parameters. Encoding and storing the thousands of tiles in each w…