Author

Alban Bornet

École Polytechnique Fédérale de LausanneORCID 0000-0002-7266-627XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:experimental assay· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrien DoerigiD· 1 shared Anthony YazdaniiD· 1 shared Boya ZhangiD· 1 shared Christophe Gaudet-BlavignaciD· 1 shared Douglas TeodoroiD· 1 shared Hossein RouhizadehiD· 1 shared Irina NikishinaiD· 1 shared Julien EhrsamiD· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Adrien DoerigORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 8, 2023

BioWiC: An Evaluation Benchmark for Biomedical Concept Representation

Hossein Rouhizadeh, Irina Nikishina, Anthony Yazdani…·Douglas Teodoro

The paper introduces BioWiC, a benchmark to evaluate how well language models represent biomedical concepts in context, and establishes baselines using various large language models.

1 citation

statistical modelbenchmarking

𝕏 PostBluesky

NeuroscienceVision ResearchPeer-reviewedJan 7, 2020

Crowding Reveals Fundamental Differences in Local vs. Global Processing in Humans and Machines

Adrien Doerig, Alban Bornet, Oh-Hyeon Choung, Michael H. Herzog

This study uses visual crowding to show that feedforward CNNs lack human-like global shape processing due to architectural limitations.

44 citationstop 4%

humanimaging

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