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

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

Wolfgang M. Pernice
Michael Doron
A. Quach
Aditya Pratapa
Sultan Kenjeyev
N. Veaux
Michio Hirano
Juan C. Caicedo
    OOD
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Papers citing "Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy"

3 / 3 papers shown
Title
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening
Mahtab Bigverdi
Burkhard Hockendorf
Heming Yao
Phil Hanslovsky
Romain Lopez
David Richmond
95
0
0
11 Jun 2024
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging
Zitong S. Chen
Chau Pham
Siqi Wang
Michael Doron
Nikita Moshkov
Bryan A. Plummer
Juan C. Caicedo
102
13
0
30 Oct 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
355
4,115
0
17 Jun 2020

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