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…