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Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy

Real-world deployment of computer vision systems, including in the discovery processes of biomedical research, requires causal representations that are invariant to contextual nuisances and generalize to new data.

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Cite this as

Wolfgang M. Pernice, Michael Doron, Alex Quach, Aditya Pratapa, Sultan Kenjeyev, Nicholas De Veaux, Michio Hirano, Juan C. Caicedo (2025). Dataset: Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy. https://doi.org/10.57702/tcs1bfj8

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Additional Info

Field	Value
Created	January 2, 2025
Last update	January 2, 2025
Defined In	https://doi.org/10.48550/arXiv.2306.11890
Author	Wolfgang M. Pernice
More Authors	Michael Doron Alex Quach Aditya Pratapa Sultan Kenjeyev Nicholas De Veaux Michio Hirano Juan C. Caicedo
Homepage	https://doi.org/10.5281/zenodo.7830240