Federated Continual Learning for Text Classification via Selective Inter-client Transfer

Autor: Chaudhary, Yatin, Rai, Pranav, Schubert, Matthias, Schütze, Hinrich, Gupta, Pankaj

In this work, we combine the two paradigms: Federated Learning (FL) and Continual Learning (CL) for text classification task in cloud-edge continuum. The objective of Federated Continual Learning (FCL) is to improve deep learning models over life tim

Externí odkaz: http://arxiv.org/abs/2210.06101

Friction surfacing: A tool for surface crack repair

Autor: Damodaram, R., Rai, Pranav, Cyril Joseph Daniel, S., Bauri, Ranjit, Yadav, Devinder

Publikováno v: In Surface & Coatings Technology 25 September 2021 422

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Multilingual UKP Sentential Argument Mining Corpus

Autor: Stab, Christian, Miller, Tristan, Rai, Pranav, Schiller, Benjamin, Gurevych, Iryna, Eger, Steffen, Daxenberger, Johannes

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=r3dd850814f1::f9c2f07d69df1e23a6ca7a3b93cdc4cc
https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/2502

Community-based reconstruction and simulation of a full-scale model of the rat hippocampus CA1 region.

Autor: Romani A; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Antonietti A; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Bella D; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Budd J; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland.; HUN-REN Institute of Experimental Medicine (KOKI), Budapest, Hungary., Giacalone E; Institute of Biophysics, National Research Council (CNR), Palermo, Italy., Kurban K; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Sáray S; HUN-REN Institute of Experimental Medicine (KOKI), Budapest, Hungary.; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary., Abdellah M; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Arnaudon A; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Boci E; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Colangelo C; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Courcol JD; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Delemontex T; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Ecker A; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Falck J; UCL School of Pharmacy, University College London (UCL), London, United Kingdom., Favreau C; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Gevaert M; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Hernando JB; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Herttuainen J; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Ivaska G; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Kanari L; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Kaufmann AK; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., King JG; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Kumbhar P; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Lange S; UCL School of Pharmacy, University College London (UCL), London, United Kingdom.; School of Life Sciences, University of Westminster, London, United Kingdom., Lu H; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Lupascu CA; Institute of Biophysics, National Research Council (CNR), Palermo, Italy., Migliore R; Institute of Biophysics, National Research Council (CNR), Palermo, Italy., Petitjean F; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Planas J; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Rai P; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Ramaswamy S; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland.; Neural Circuits Laboratory, Biosciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom., Reimann MW; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Riquelme JL; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Román Guerrero N; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Shi Y; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Sood V; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Sy MF; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Van Geit W; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Vanherpe L; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Freund TF; HUN-REN Institute of Experimental Medicine (KOKI), Budapest, Hungary.; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary., Mercer A; UCL School of Pharmacy, University College London (UCL), London, United Kingdom., Muller E; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland.; Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, Canada.; Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, Canada.; Mila Quebec AI Institute, Montréal, Canada., Schürmann F; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland., Thomson AM; UCL School of Pharmacy, University College London (UCL), London, United Kingdom., Migliore M; Institute of Biophysics, National Research Council (CNR), Palermo, Italy., Káli S; HUN-REN Institute of Experimental Medicine (KOKI), Budapest, Hungary.; Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary., Markram H; Blue Brain Project, École polytechnique fédérale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland.

Publikováno v: PLoS biology [PLoS Biol] 2024 Nov 05; Vol. 22 (11), pp. e3002861. Date of Electronic Publication: 2024 Nov 05 (Print Publication: 2024).