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6 papers
SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings
L{é}o Nicollier, Léo Nicollier, Max Dunitz +5
A fundamental open question in self-supervised learning (SSL) is the explicit characterization of the optimal geometry of the learned representations. Recently, LeJEPA identified i…
Combi-CAM: A Novel Multi-Layer Approach for Explainable Image Geolocalization
David Faget, José Luis Lisani, Miguel Colom
Planet-scale photo geolocalization involves the intricate task of estimating the geographic location depicted in an image purely based on its visual features. While deep learning m…
A label-free method to quantify early-stage amyloid aggregation via intrinsic phenylalanine fluorescence
Gaëlle Audéoud, Louis Moine, Laura Bonnecaze +5
The aggregation of amyloid-forming peptides is a dynamic, complex process that underlies their diverse biological activities, from physiological functions to disease-associated dys…
Mixed genetic background better recapitulates developmental and psychiatric phenotypes and heterogeneity than inbred C57BL/6J mice
Ana Dudas, Ana Novak, Caroline Gora +4
Preclinical models of neurodevelopmental and psychiatric conditions often rely on inbred mouse strains like C57BL/6J (B6), which exhibit limited genetic and behavioral variability.…
Repeatability, Reproducibility, Replicability, Reusability (4R) in Journals' Policies and Software/Data Management in Scientific Publications: A Survey, Discussion, and Perspectives
José Armando Hernández, Miguel Colom
With the recognized crisis of credibility in scientific research, there is a growth of reproducibility studies in computer science, and although existing surveys have reviewed repr…
Global alignment of protein-protein interaction networks by graph matching methods
Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert
Aligning protein-protein interaction (PPI) networks of different species has drawn a considerable interest recently. This problem is important to investigate evolutionary conserved…