Recherche
La recherche joue un rôle majeur dans le domaine du Machine Learning. Avec des publications de premier ordre chaque année, l’EPFL jouit d’une excellente réputation.
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V. Pandiyan; A. Baganis; R. A. Richter; R. Wrobel; C. Leinenbach
Virtual And Physical Prototyping. 2024-12-31. Vol. 19, num. 1, p. e2356080. DOI : 10.1080/17452759.2024.2356080.J. Hu; K. Liao; N. U. Dinc; C. Gigli; B. Bai et al.
Elight. 2024-12-01. Vol. 4, num. 1, p. 8. DOI : 10.1186/s43593-024-00067-5.H. Chen; F. Nabiei; J. Badro; D. T. L. Alexander; C. Hebert
Ultramicroscopy. 2024-09-01. Vol. 263, p. 113981. DOI : 10.1016/j.ultramic.2024.113981.M. Shukla; M. Salzmann; A. Alahi
2024-07-21. 41st International Conference on Machine Learning (ICML) 2024, Vienna, Austria, July 21-27, 2024.A-M. G. de Lange; E. H. Leonardsen; C. Barth; L. S. Schindler; A. Crestol et al.
Psychoneuroendocrinology. 2024-07-01. Vol. 165, p. 107040. DOI : 10.1016/j.psyneuen.2024.107040.X. Zhang; K. M. Jablonka; B. Smit
Digital Discovery. 2024-06-10. DOI : 10.1039/d4dd00116h.R. Sarkis; I. Oguz; D. Psaltis; M. Paolone; C. Moser et al.
Solar Energy. 2024-06-01. Vol. 275, p. 112600. DOI : 10.1016/j.solener.2024.112600.J. Pisl; M. Russwurm; L. H. Hughes; G. Lenczner; L. See et al.
Environmental Research Letters. 2024-06-01. Vol. 19, num. 6, p. 064053. DOI : 10.1088/1748-9326/ad44b2.G. Li; A. Ijspeert; M. Hayashibe
Ieee Robotics And Automation Letters. 2024-06-01. Vol. 9, num. 6, p. 5190-5197. DOI : 10.1109/LRA.2024.3388842.P. Vassiliadis; E. Beanato; T. Popa; F. Windel; T. Morishita et al.
Nature Human Behaviour. 2024-05-29. DOI : 10.1038/s41562-024-01901-z.S. Baghersalimi; A. Amirshahi; F. Forooghifar; T. Teijeiro; AMIR AMINIFAR et al.
ACM Transactions on Intelligent Systems and Technology. 2024-05-29.X. Zheng; I. Watanabe; J. Paik; J. Li; X. Guo et al.
Small. 2024-05-21. DOI : 10.1002/smll.202402685.Y. Sepehri; P. Pad; A. C. Yuzuguler; P. Frossard; L. A. Dunbar
Ieee Transactions On Neural Networks And Learning Systems. 2024-05-14. DOI : 10.1109/TNNLS.2024.3396628.C. Kechris; J. Dan; J. A. Miranda Calero; D. Atienza Alonso
2024-05-02.N. Durasov; N. Dorndorf; M. H. Lê
2024-04-18. Transactions on Machine Learning Research.A. Shahbazinia; F. Ponzina; J. A. Miranda Calero; J. Dan; G. Ansaloni et al.
2024-04-15. 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, Florida, USA, July 15-19, 2024.P. Bibekar; L. F. Krapp; M. Dal Peraro
Journal Of Chemical Theory And Computation. 2024-04-11. Vol. 20, num. 8, p. 2985-2991. DOI : 10.1021/acs.jctc.3c01145.M. Shafiee; G. Bellegarda; A. Ijspeert
Nature Communications. 2024-04-09. Vol. 15, num. 1, p. 3073. DOI : 10.1038/s41467-024-47443-w.R. Germanier; A. Darioly; N. Kotluk; R. Tormey
2024-03-28. EAPRIL 2023 Conference, Belfast, Northern Ireland (UK), November 22 – 24, 2023. p. 131-143.J. Ma; R. Xie; S. Ayyadhury; C. Ge; A. Gupta et al.
Nature Methods. 2024-03-26. DOI : 10.1038/s41592-024-02233-6.W. Liao; R. Zhu; T. Ishizaki; Y. Li; Y. Jia et al.
Ieee Transactions On Industrial Informatics. 2024-03-18. DOI : 10.1109/TII.2024.3371991.D. De Luca; S. Moccia; L. Lupori; R. Mazziotti; T. Pizzorusso et al.
Ieee Sensors Journal. 2024-03-15. Vol. 24, num. 6, p. 7299-7307. DOI : 10.1109/JSEN.2023.3335613.T-A. Nguyen; M. Russwurm; G. Lenczner; D. Tuia
Remote Sensing Of Environment. 2024-03-14. Vol. 305, p. 114109. DOI : 10.1016/j.rse.2024.114109.J. Sauder; G. Banc-Prandi; A. Meibom; D. Tuia
Methods In Ecology And Evolution. 2024-03-14. DOI : 10.1111/2041-210X.14307.H. Park; S. Majumdar; X. Zhang; J. Kim; B. Smit
Digital Discovery. 2024-03-12. DOI : 10.1039/d4dd00010b.V. Tollenaar; H. Zekollari; F. Pattyn; M. Russwurm; B. Kellenberger et al.
Geophysical Research Letters. 2024-02-16. Vol. 51, num. 3, p. e2023GL106285. DOI : 10.1029/2023GL106285.M. Bianco; S. K. Giri; D. Prelogovic; T. Chen; F. G. Mertens et al.
Monthly Notices Of The Royal Astronomical Society. 2024-02-07. Vol. 528, num. 3, p. 5212-5230. DOI : 10.1093/mnras/stae257.L. Leuzzi; M. Meneghetti; G. Angora; R. B. Metcalf; L. Moscardini et al.
Astronomy & Astrophysics. 2024-01-16. Vol. 681, p. A68. DOI : 10.1051/0004-6361/202347244.P. Eghbali; F. Becce; P. Goetti; P. Buchler; D. P. Pioletti et al.
Journal Of Biomechanics. 2024-01-15. Vol. 163, p. 111952. DOI : 10.1016/j.jbiomech.2024.111952.M. Russwurm; S. Wang; B. A. Kellenberger; R. Roscher; D. Tuia
Communications Earth & Environment. 2024-01-12. Vol. 5, num. 1, p. 37. DOI : 10.1038/s43247-023-01146-0.C. G. L. de Haro; S. Dallongeville; T. Musset; E. Gomez-de-Mariscal; D. Sage et al.
Nature Methods. 2024-01-08. DOI : 10.1038/s41592-023-02129-x.I. Krawczuk / V. Cevher; Y. Leblebici (Dir.)
Lausanne, EPFL, 2024.K. S. Maggs / K. Hess Bellwald (Dir.)
Lausanne, EPFL, 2024.Y. Wu; F. Liu; C-J. Simon-Gabriel; G. Chrysos; V. Cevher
2024. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 7-11, 2024.Y. Chen; F. Liu; Y. Lu; G. Chrysos; V. Cevher
2024. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 7-11, 2024.Z. Wei; A. Yang; J. Li; M. Bauerheim; R. P. Liem et al.
2024. AIAA AVIATION Forum, Las Vegas, NV, USA, July 29–August 2, 2024.D. Tuia; J. Sauder; A. Meibom; G. Banc-Prandi
2024.T. A. Xu / S. Malamud (Dir.)
Lausanne, EPFL, 2024.H. C. Cui / L. Zdeborová (Dir.)
Lausanne, EPFL, 2024.A. C. Unnervik / J-P. Thiran; S. Marcel (Dir.)
Lausanne, EPFL, 2024.A. J. J. Devos / J-M. Sallese (Dir.)
Lausanne, EPFL, 2024.S. W. Pesme / N. H. B. Flammarion (Dir.)
Lausanne, EPFL, 2024.F. Khodaveisi; H. Karami; M. Z. Karimpour; M. Rubinstein; F. Rachidi
Nature Scientific Reports. 2024. Vol. 14, num. 11785. DOI : 10.1038/s41598-024-62527-9.R. Zbinden; N. van Tiel; B. Kellenberger; L. Hughes; D. Tuia
Ecological Informatics. 2024. p. 102623. DOI : 10.1016/j.ecoinf.2024.102623.S. M. M. Johari / F. Fleuret; D. Gatica-Perez (Dir.)
Lausanne, EPFL, 2024.M. Kiani Oshtorjani / C. Ancey (Dir.)
Lausanne, EPFL, 2024.M. Andriushchenko / N. H. B. Flammarion (Dir.)
Lausanne, EPFL, 2024.S. Ducotterd; A. Goujon; P. N. Bohra; D. Perdios; S. J. Neumayer et al.
Journal Of Machine Learning Research. 2024-01-01. Vol. 25, p. 65.F. Regazzoni; S. Pagani; M. Salvador; L. Dede; A. Quarteroni
Nature Communications. 2024-02-28. Vol. 15, num. 1, p. 1834. DOI : 10.1038/s41467-024-45323-x.A. Marchand / B. E. Ferreira De Sousa Correia (Dir.)
Lausanne, EPFL, 2024.V. Zermatten; X. Lu; J. Castillo-Navarro; T. Kellenberger; D. Tuia
Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing. 2024-01-01. Vol. 17, p. 6468-6477. DOI : 10.1109/JSTARS.2024.3369876.P. N. Bohra / M. Unser (Dir.)
Lausanne, EPFL, 2024.J. Simeunovic / P. Frossard; R. E. Carrillo Rangel (Dir.)
Lausanne, EPFL, 2024.E. Salimbeni; F. Craighero; R. Khasanova; M. Vasic; P. Vandergheynst
2024. 7th Deep Learning Security and Privacy Workshop, San Francisco, CA, May 23, 2024.D. Di Croce; M. Giovannozzi; E. Krymova; T. Pieloni; S. Redaelli et al.
Journal Of Instrumentation. 2024. Vol. 19, num. 4, p. P04004. DOI : 10.48550/arxiv.2402.11077.A. Kit; A. E. Jarvinen; Y. R. J. Poels; S. Wiesen; V. Menkovski et al.
Physics Of Plasmas. 2024-03-01. Vol. 31, num. 3, p. 032504. DOI : 10.1063/5.0174128.A. Mueller; D. Schmidt; J. P. Albrecht; L. Rieckert; M. Otto et al.
Nature Protocols. 2024-02-29. DOI : 10.1038/s41596-024-00957-5.J. Pinto; F. Henriquez; C. Jerez-Hanckes
Journal Of Fourier Analysis And Applications. 2024-04-01. Vol. 30, num. 2, p. 14. DOI : 10.1007/s00041-024-10071-5.L. Vogelsang; M. Vogelsang; G. Pipa; S. Diamond; P. Sinha
Developmental Review. 2024-01-19. Vol. 71, p. 101117. DOI : 10.1016/j.dr.2024.101117.Y. Rosen; M. Brbic; Y. Roohani; K. Swanson; Z. Li et al.
Nature Methods. 2024-02-16. DOI : 10.1038/s41592-024-02191-z.L. Jin; S. Gu; D. Wei; J. K. Adhinarta; K. Kuang et al.
Ieee Transactions On Medical Imaging. 2024-01-01. Vol. 43, num. 1, p. 570-581. DOI : 10.1109/TMI.2023.3313627.F. Sverrisson / B. E. Ferreira De Sousa Correia; M. Bronstein (Dir.)
Lausanne, EPFL, 2024.V. Papaspyros; R. Escobedo; A. Alahi; G. Theraulaz; C. Sire et al.
Journal of The Royal Society Interface. 2024. Vol. 21, num. 212. DOI : 10.1098/rsif.2023.0630.R. Islambouli / D. Gillet; S. Ingram (Dir.)
Lausanne, EPFL, 2024.M. Wohlwend; O. Burri; J. Auwerx
2024.P. Grönquist; Y. Ren; Q. He; A. Verardo; S. Süsstrunk
2024. Electronic Imaging Media Watermarking, Security, and Forensics, Californie, USA, Janvier, 21-25, 2024.A. M. F. Goujon / M. Unser (Dir.)
Lausanne, EPFL, 2024.M. Atzeni / P. Vandergheynst; A. Loukas (Dir.)
Lausanne, EPFL, 2024.L. Di Natale / C. N. Jones; B. Svetozarevic (Dir.)
Lausanne, EPFL, 2024.K. M. Matoba / P. Vandergheynst; F. Fleuret (Dir.)
Lausanne, EPFL, 2024.I. Nejjar; F. Geissmann; M. Zhao; C. Taal; O. Fink
Reliability Engineering & System Safety. 2024. Vol. 242, p. 109718. DOI : 10.1016/j.ress.2023.109718.H. Lu; A. Thelen; O. Fink; C. Hu; S. Laflamme
Mechanical Systems and Signal Processing. 2024. Vol. 210, p. 111068. DOI : 10.1016/j.ymssp.2023.111068.E. P. G. Courdier / F. Fleuret; A. Roshan Zamir (Dir.)
Lausanne, EPFL, 2024.D. Honzátko / P. Fua; E. Türetken (Dir.)
Lausanne, EPFL, 2024.J. A. H. Klein / D. Atienza Alonso; M. Zapater Sancho (Dir.)
Lausanne, EPFL, 2024.L. B. Meegahapola / D. Gatica-Perez (Dir.)
Lausanne, EPFL, 2024.M. J. Tyszkiewicz / P. Fua (Dir.)
Lausanne, EPFL, 2024.A. P. M. Bodin / N. Macris (Dir.)
Lausanne, EPFL, 2024.N. U. Dinç / D. Psaltis; C. Moser (Dir.)
Lausanne, EPFL, 2024.A. Goujon; A. Etemadi; M. Unser
Journal of Computational and Applied Mathematics. 2024. Vol. 441, p. 115667. DOI : 10.1016/j.cam.2023.115667.E. Özelçi; E. Etesami; L. A. Rohde; A. C. Oates; S. Sakar
IEEE Robotics and Automation Letters. 2024-01-01. Vol. 9, p. 327-334. DOI : 10.1109/LRA.2023.3333690.C. Cao; P. Magalhaes; L. F. Krapp; J. F. B. Juarez; S. F. Mayer et al.
Acs Nano. 2023-12-19. Vol. 18, num. 2, p. 1504-1515. DOI : 10.1021/acsnano.3c08623.T. Stegmueller; C. R. Abbet; B. Bozorgtabar; H. Clarke; P. Petignat et al.
Computers In Biology And Medicine. 2023-12-18. Vol. 169, p. 107809. DOI : 10.1016/j.compbiomed.2023.107809.S. J. Neumayer; M. Pourya; A. Goujon; M. Unser
2023-12-16. Fourth Workshop on Deep Learning and Inverse Problems (NeurIPS’23), New Orleans LA, USA, December 16, 2023.J. S. Bowers; G. Malhotra; M. Dujmovic; M. L. Montero; C. Tsvetkov et al.
Behavioral And Brain Sciences. 2023-12-06. Vol. 46, p. e400. DOI : 10.1017/S0140525X23001589.