Zobrazeno 1 - 10
of 19 354
pro vyhledávání: '"Launay, A."'
Optical training of large-scale Transformers and deep neural networks with direct feedback alignment
Autor:
Wang, Ziao, Müller, Kilian, Filipovich, Matthew, Launay, Julien, Ohana, Ruben, Pariente, Gustave, Mokaadi, Safa, Brossollet, Charles, Moreau, Fabien, Cappelli, Alessandro, Poli, Iacopo, Carron, Igor, Daudet, Laurent, Krzakala, Florent, Gigan, Sylvain
Modern machine learning relies nearly exclusively on dedicated electronic hardware accelerators. Photonic approaches, with low consumption and high operation speed, are increasingly considered for inference but, to date, remain mostly limited to rela
Externí odkaz:
http://arxiv.org/abs/2409.12965
Autor:
Trottet, Cécile, Schürch, Manuel, Allam, Ahmed, Barua, Imon, Petelytska, Liubov, Launay, David, Airò, Paolo, Bečvář, Radim, Denton, Christopher, Radic, Mislav, Distler, Oliver, Hoffmann-Vold, Anna-Maria, Krauthammer, Michael, collaborators, the EUSTAR
We propose a deep generative approach using latent temporal processes for modeling and holistically analyzing complex disease trajectories, with a particular focus on Systemic Sclerosis (SSc). We aim to learn temporal latent representations of the un
Externí odkaz:
http://arxiv.org/abs/2407.11427
This paper presents a new model of textures, obtained as realizations of a new class of fractional Brownian fields. These fields, called weighted tensorized fractional Brownian fields, are obtained by a relaxation of the tensor-product structure that
Externí odkaz:
http://arxiv.org/abs/2406.03313
We provide a formulation of Stochastic Inflation in full general relativity that goes beyond the slow-roll and separate universe approximations. We show how gauge invariant Langevin source terms can be obtained for the complete set of Einstein equati
Externí odkaz:
http://arxiv.org/abs/2401.08530
Autor:
Florian Besnard, Ana Guintard, Cécile Grohs, Laurence Guzylack-Piriou, Margarita Cano, Clémentine Escouflaire, Chris Hozé, Hélène Leclerc, Thierry Buronfosse, Lucie Dutheil, Jeanlin Jourdain, Anne Barbat, Sébastien Fritz, Marie-Christine Deloche, Aude Remot, Blandine Gaussères, Adèle Clément, Marion Bouchier, Elise Contat, Anne Relun, Vincent Plassard, Julie Rivière, Christine Péchoux, Marthe Vilotte, Camille Eche, Claire Kuchly, Mathieu Charles, Arnaud Boulling, Guillaume Viard, Stéphanie Minéry, Sarah Barbey, Clément Birbes, Coralie Danchin-Burge, Frédéric Launay, Sophie Mattalia, Aurélie Allais-Bonnet, Bérangère Ravary, Yves Millemann, Raphaël Guatteo, Christophe Klopp, Christine Gaspin, Carole Iampietro, Cécile Donnadieu, Denis Milan, Marie-Anne Arcangioli, Mekki Boussaha, Gilles Foucras, Didier Boichard, Aurélien Capitan
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-30 (2024)
Abstract Background Dairy cattle breeds are populations of limited effective size, subject to recurrent outbreaks of recessive defects that are commonly studied using positional cloning. However, this strategy, based on the observation of animals wit
Externí odkaz:
https://doaj.org/article/c9ab6389eccd4e278eb6ccb394cbc8f9
Autor:
Mathieu Chalouni, Paul Loubet, Edouard Lhomme, Laetitia Ninove, Benoit Barrou, Jean-Yves Blay, Maryvonne Hourmant, Jérome de Seze, Martine Laville, Bruno Laviolle, Jean-Daniel Lelièvre, Jacques Morel, Stéphanie Nguyen Quoc, Jean-Philippe Spano, Benjamin Terrier, Anne Thiebaut, Jean-Francois Viallard, François Vrtovsnik, Sophie Circosta, Aude Barquin, Mariam Gharib, Eric Tartour, Béatrice Parfait, Rodolphe Thiébaut, Laurence Meyer, Xavier de Lamballerie, Odile Launay, Linda Wittkop, for the ANRS0001S COV-POPART study group
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background We assessed the prognostic value of serological humoral markers measured one month after the last dose of the primary COVID-19 vaccine course for predicting the risk of severe acute respiratory syndrome coronavirus 2 SARS-CoV-2 in
Externí odkaz:
https://doaj.org/article/6cff1b58503d4e3faa94651a0db1e461
Autor:
Penedo, Guilherme, Malartic, Quentin, Hesslow, Daniel, Cojocaru, Ruxandra, Cappelli, Alessandro, Alobeidli, Hamza, Pannier, Baptiste, Almazrouei, Ebtesam, Launay, Julien
Large language models are commonly trained on a mixture of filtered web data and curated high-quality corpora, such as social media conversations, books, or technical papers. This curation process is believed to be necessary to produce performant mod
Externí odkaz:
http://arxiv.org/abs/2306.01116
Autor:
Arnaud Foulquier, Thibault Datry, Roland Corti, Daniel von Schiller, Klement Tockner, Rachel Stubbington, Mark O. Gessner, Frédéric Boyer, Marc Ohlmann, Wilfried Thuiller, Delphine Rioux, Christian Miquel, Ricardo Albariño, Daniel C. Allen, Florian Altermatt, Maria Isabel Arce, Shai Arnon, Damien Banas, Andy Banegas-Medina, Erin Beller, Melanie L. Blanchette, Joanna Blessing, Iola Gonçalves Boëchat, Kate Boersma, Michael Bogan, Núria Bonada, Nick Bond, Katherine Brintrup, Andreas Bruder, Ryan Burrows, Tommaso Cancellario, Cristina Canhoto, Stephanie Carlson, Núria Cid, Julien Cornut, Michael Danger, Bianca de Freitas Terra, Anna Maria De Girolamo, Rubén del Campo, Verónica Díaz Villanueva, Fiona Dyer, Arturo Elosegi, Catherine Febria, Ricardo Figueroa Jara, Brian Four, Sarig Gafny, Rosa Gómez, Lluís Gómez-Gener, Simone Guareschi, Björn Gücker, Jason Hwan, J. Iwan Jones, Patrick S. Kubheka, Alex Laini, Simone Daniela Langhans, Bertrand Launay, Guillaume Le Goff, Catherine Leigh, Chelsea Little, Stefan Lorenz, Jonathan Marshall, Eduardo J. Martin Sanz, Angus McIntosh, Clara Mendoza-Lera, Elisabeth I. Meyer, Marko Miliša, Musa C. Mlambo, Manuela Morais, Nabor Moya, Peter Negus, Dev Niyogi, Iluminada Pagán, Athina Papatheodoulou, Giuseppe Pappagallo, Isabel Pardo, Petr Pařil, Steffen U. Pauls, Marek Polášek, Pablo Rodríguez-Lozano, Robert J. Rolls, Maria Mar Sánchez-Montoya, Ana Savić, Oleksandra Shumilova, Kandikere R. Sridhar, Alisha Steward, Amina Taleb, Avi Uzan, Yefrin Valladares, Ross Vander Vorste, Nathan J. Waltham, Dominik H. Zak, Annamaria Zoppini
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract More than half of the world’s rivers dry up periodically, but our understanding of the biological communities in dry riverbeds remains limited. Specifically, the roles of dispersal, environmental filtering and biotic interactions in drivin
Externí odkaz:
https://doaj.org/article/aa0ba8794bf74e0daff98fc2a5abbcc7
Autor:
Madjid Djouina, Anaïs Ollivier, Christophe Waxin, Gwenola Kervoaze, Muriel Pichavant, Ségolène Caboche, Djamal Achour, Céline Grare, Delphine Beury, David Hot, Sébastien Anthérieu, Jean-Marc Lo-Guidice, Laurent Dubuquoy, David Launay, Cécile Vignal, Philippe Gosset, Mathilde Body-Malapel
Publikováno v:
Journal of Xenobiotics, Vol 14, Iss 3, Pp 950-969 (2024)
Although the effects of cigarette smoke (CS) on the development of several intestinal diseases is well documented, the impact of e-cigarette aerosol (e-cig) on digestive health is largely unknown. To compare the effects of e-cig and CS on mouse ileum
Externí odkaz:
https://doaj.org/article/031891fbaec14fcc93fe39f55b563b56
Autor:
Mouna Chajadine, Ludivine Laurans, Tobias Radecke, Nirmala Mouttoulingam, Rida Al-Rifai, Emilie Bacquer, Clara Delaroque, Héloïse Rytter, Marius Bredon, Camille Knosp, José Vilar, Coralie Fontaine, Nadine Suffee, Marie Vandestienne, Bruno Esposito, Julien Dairou, Jean Marie Launay, Jacques Callebert, Alain Tedgui, Hafid Ait-Oufella, Harry Sokol, Benoit Chassaing, Soraya Taleb
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-16 (2024)
Abstract Tryptophan (Trp) is an essential amino acid, whose metabolism is a key gatekeeper of intestinal homeostasis. Yet, its systemic effects, particularly on atherosclerosis, remain unknown. Here we show that high-fat diet (HFD) increases the acti
Externí odkaz:
https://doaj.org/article/23e8da68ab054d8cb1eca0785be8840f