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

DOI retrieved: January 2, 2025

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