Search Results for author: Michael Doron

Found 3 papers, 1 papers with code

CHAMMI: A benchmark for channel-adaptive models in microscopy imaging

2 code implementations NeurIPS 2023 Zitong Chen, Chau Pham, Siqi Wang, Michael Doron, Nikita Moshkov, Bryan A. Plummer, Juan C. Caicedo

In this paper, we present a benchmark for investigating channel-adaptive models in microscopy imaging, which consists of 1) a dataset of varied-channel single-cell images, and 2) a biologically relevant evaluation framework.

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

no code implementations15 Jun 2023 Wolfgang M. Pernice, Michael Doron, Alex Quach, Aditya Pratapa, Sultan Kenjeyev, Nicholas De Veaux, Michio Hirano, Juan C. Caicedo

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.

Out-of-Distribution Generalization Style Transfer

E-Commerce Dispute Resolution Prediction

no code implementations13 Oct 2021 David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf

E-Commerce marketplaces support millions of daily transactions, and some disagreements between buyers and sellers are unavoidable.

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