Author

Stéphane d’Ascoli

École Polytechnique Fédérale de LausanneORCID 0000-0002-3131-3371Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 2 Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Research Focus:imputation· 1

Frequent Co-Authors

Albert Dominguez MantesiD· 1 shared Alexander MathisiD· 1 shared Andy BonnettoiD· 1 shared Antonio HerreraiD· 1 shared Chanakya Ekbote· 1 shared Gioele La MannoiD· 1 shared Hilal Ahmed LashueliD· 1 shared Jiashuo FaniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Albert Dominguez MantesORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Tissue Reconstruction with Generative AI

Tingyang Yu, Chanakya Ekbote, Nikita Morozov, Antonio Herrera, Jiashuo Fan, Albert Dominguez Mantes, Salvatore Novello, Hilal Ahmed Lashuel, Pascal Frossard B, Stéphane d’Ascoli, Gioele La Manno, Maria Brbić

LUNA reconstructs tissue architecture from dissociated single-cell RNA-seq data using spatial priors learned from spatial transcriptomics, validating on mouse brain datasets and disease models.

bioRxiv · Feb 13, 2025 · PreprintBioinformatics

Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders

Lucas Stoffl, Andy Bonnetto, Stéphane d’Ascoli, Alexander Mathis

The paper introduces a masked autoencoder framework to analyze hierarchical behavior in motion capture data using synthetic and real benchmarks.

bioRxiv · Aug 6, 2024 · PreprintAnimal Behavior & Cognition