AI Research
Sparse Autoencoders for Expert-Assisted Interpretation of Histopathology Foundation Model Embeddings
A research approach to inspecting embeddings from histopathology foundation models
Histopathology foundation models learn rich embedding representations, but their internal structure remains difficult to inspect.
AC
ArXiv CS.CV
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2 min
ArXiv CS.CV
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Generated insight by OnAirToday AI
Making histopathology model embeddings easier to inspect could help experts understand their internal structure. Sparse autoencoders are presented as a tool for supporting that expert-assisted interpretation.
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