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.
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.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.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.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.S. Graham; Q. D. Vu; M. Jahanifar; M. Weigert; U. Schmidt et al.
Medical Image Analysis. 2023-12-28. Vol. 92, p. 103047. DOI : 10.1016/j.media.2023.103047.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.C. F. Park; M. Barzegar-Keshteli; K. Korchagina; A. Delrocq; V. Susoy et al.
Nature Methods. 2023-12-05. Vol. 21, num. 1. DOI : 10.1038/s41592-023-02096-3.U. M. Tomasini; L. Petrini; F. Cagnetta; M. Wyart
Machine Learning-Science And Technology. 2023-12-01. Vol. 4, num. 4, p. 045026. DOI : 10.1088/2632-2153/ad092c.P. E. Van Gerwen; M. D. Wodrich; R. Laplaza; C. Corminboeuf
Machine Learning-Science And Technology. 2023-12-01. Vol. 4, num. 4, p. 048002. DOI : 10.1088/2632-2153/acee43.M. Pontinen; M. Granvik; A. A. Nucita; L. Conversi; B. Altieri et al.
Astronomy & Astrophysics. 2023-11-29. Vol. 679, p. A135. DOI : 10.1051/0004-6361/202347551.H. Khakzad; I. Igashov; A. Schneuing; C. Goverde; M. Bronstein et al.
Cell Systems. 2023-11-15. Vol. 14, num. 11, p. 925-939. DOI : 10.1016/j.cels.2023.10.006.H. Eghbal-zadeh; W. Zellinger; M. Pintor; K. Grosse; K. Koutini et al.
Information Sciences. 2023-11-07. Vol. 654, num. 119838, p. 1-17. DOI : 10.1016/j.ins.2023.119838.L. Cicci; S. Fresca; A. Manzoni; A. Quarteroni
International Journal For Numerical Methods In Biomedical Engineering. 2023-11-03. Vol. 40, num. 1. DOI : 10.1002/cnm.3783.A. K. Susmelj; B. Lafci; F. Ozdemir; N. Davoudi; X. L. Dean-Ben et al.
Medical Image Analysis. 2023-11-01. Vol. 91, p. 103012. DOI : 10.1016/j.media.2023.103012.L. Petrini; F. Cagnetta; E. Vanden-Eijnden; M. Wyart
Journal Of Statistical Mechanics-Theory And Experiment. 2023-11-01. Vol. 2023, num. 11, p. 114003. DOI : 10.1088/1742-5468/ad01b9.M. Daniels; C. Gerbelot; F. Krzakala; L. Zdeborova
Journal Of Statistical Mechanics-Theory And Experiment. 2023-11-01. Vol. 2023, num. 11, p. 114002. DOI : 10.1088/1742-5468/ad0220.M. J. Wessel; E. Beanato; T. Popa; F. Windel; P. Vassiliadis et al.
Nature Neuroscience. 2023-10-19. Vol. 26, num. 11. DOI : 10.1038/s41593-023-01457-7.R. Romijnders; F. Salis; C. Hansen; A. Kuederle; A. Paraschiv-Ionescu et al.
Frontiers In Neurology. 2023-10-16. Vol. 14, p. 1247532. DOI : 10.3389/fneur.2023.1247532.P. Bouquet; I. Jackson; M. Nick; A. Kaboli
International Journal Of Production Research. 2023-10-14. DOI : 10.1080/00207543.2023.2269565.S. Baghersalimi; A. Amirshahi; T. Teijeiro; A. Aminifar; D. Atienza Alonso
2023-10-09. IEEE-EMBS International Conference on Body Sensor Networks: Sensors and Systems for Digital Health (IEEE BSN) 2023, Cambridge, MA, US, October 9-11, 2023.H. Kebiri; A. Gholipour; R. Lin; L. Vasung; D. Karimi et al.
2023-10-01. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, Canada, October 8-12, 2023. p. 293-303. DOI : 10.1007/978-3-031-43990-2_28.S. J. Anagnostopoulos; J. Bauer; M. C. A. Clare; M. D. Piggott
Renewable Energy. 2023-09-28. Vol. 218, p. 119293. DOI : 10.1016/j.renene.2023.119293.M. Rida; Mohamed Abdelfattah; Alexandre Alahi; Dolaana Khovalyg
Building and Environment. 2023-09-26. Vol. 245, num. 110850. DOI : 10.1016/j.buildenv.2023.110850.M. Motta; E. C. Groves; A. R. Schneider; S. Paoletti; N. Henchoz et al.
PLOS Digital Health. 2023-09-15. DOI : 10.1371/journal.pdig.0000319.L. Biggio; T. Bendinelli; C. Kulkarni; O. Fink
Applied Energy. 2023-09-15. Vol. 346, p. 121229. DOI : 10.1016/j.apenergy.2023.121229.M. W. Mullowney; K. R. Duncan; S. S. Elsayed; N. Garg; J. J. J. van der Hooft et al.
Nature Reviews Drug Discovery. 2023-09-11. DOI : 10.1038/s41573-023-00774-7.N. Kotluk; R. Tormey; R. Germanier; A. Darioly
2023-09-11. 2023 SEFI Annual Conference, Dublin, Ireland, September 11-14, 2023, 2023-09-11.A. Tumasyan; W. Adam; J. W. Andrejkovic; T. Bergauer; S. Chatterjee et al.
Physical Review D. 2023-09-05. Vol. 108, num. 5, p. 052002. DOI : 10.1103/PhysRevD.108.052002.B. Kriener; S. Mueller; S. M. Waszak
2023-09-01. 20th International Congress of Neuropathology, Berlin, GERMANY, SEP 13-16, 2023.S. Strebel; N. Monnier; D. Lazzarotto; M. Testolina; T. Ebrahimi
2023-08-21. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023. p. 126740V. DOI : 10.1117/12.2677356.J. Hermann; J. Spencer; K. Choo; A. Mezzacapo; W. M. C. Foulkes et al.
Nature Reviews Chemistry. 2023-08-09. DOI : 10.1038/s41570-023-00516-8.W. Yu; C. Yang; C. McGreavy; E. Triantafyllidis; G. Bellegarda et al.
Nature Machine Intelligence. 2023-08-01. Vol. 5, num. 8, p. 919-+. DOI : 10.1038/s42256-023-00701-w.S. Romeni; E. Losanno; E. Koert; L. Pierantoni; I. Delgado-Martinez et al.
Journal Of Neural Engineering. 2023-08-01. Vol. 20, num. 4, p. 046001. DOI : 10.1088/1741-2552/ace219.L. Biggio; G. Vernardos; A. Galan; A. Peel; F. Courbin
Astronomy & Astrophysics. 2023-07-11. Vol. 675, p. A125. DOI : 10.1051/0004-6361/202245126.Z. Wei; B. Guillard; P. Fua; V. Chapin; M. Bauerheim
Aiaa Journal. 2023-06-23. DOI : 10.2514/1.J062533.T. Soares De Carvalho Feith; M. Testolina; T. Ebrahimi
2023-06-07. Real-time Processing of Image, Depth and Video Information 2023, Prague, Czech Republic, 24-28 April 2023. DOI : 10.1117/12.2666000.J. Heitmann; A. Glangetas; J. Doenz; J. N. Dervaux; D. Shama et al.
Npj Digital Medicine. 2023-06-02. Vol. 6, num. 1, p. 104. DOI : 10.1038/s41746-023-00838-3.J. N. Siebert; M-A. Hartley; D. S. Courvoisier; M. Salamin; L. Robotham et al.
Bmc Pulmonary Medicine. 2023-06-02. Vol. 23, num. 1, p. 191. DOI : 10.1186/s12890-022-02255-w.M. C. Russwurm; R. Roscher; B. A. Kellenberger; S. Wang; D. Tuia
2023-06-01. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Vancouver, CA, June 18-22, 2023.B. G. Pantoja-Rosero; R. Achanta; K. Beyer
Automation In Construction. 2023-06-01. Vol. 150, p. 104842. DOI : 10.1016/j.autcon.2023.104842.Y. Jiang; C. Liu; Z. Huang; M. Salzmann; S. Süsstrunk
2023-06-01. 40th International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii, USA, July 23-29, 2023.K. J. Sandbrink; P. Mamidanna; C. Michaelis; M. Bethge; M. W. Mathis et al.
Elife. 2023-05-31. Vol. 12, p. e81499. DOI : 10.7554/eLife.81499.D. Milardovich; V. H. Souza; I. Zubarev; S. Tugin; J. O. Nieminen et al.
Scientific Reports. 2023-05-22. Vol. 13, num. 1, p. 8225. DOI : 10.1038/s41598-023-34801-9.S. L. Durr; A. Levy; U. Rothlisberger
Nature Communications. 2023-05-11. Vol. 14, num. 1, p. 2713. DOI : 10.1038/s41467-023-37870-6.M. Forouzesh; H. Sedghi; P. Thiran
2023-05-01. 11th International Conference on Learning Representations (ICLR 2023), Kigali, Rwanda, May 1-5, 2023.S. Kim; S. Kim; D. Min; P. Frossard; K. Sohn
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2023-05-01. Vol. 45, num. 5, p. 6372-6385. DOI : 10.1109/TPAMI.2022.3207286.R. Aylwin; F. Henriquez; C. Schwab
Journal Of Scientific Computing. 2023-05-01. Vol. 95, num. 2, p. 41. DOI : 10.1007/s10915-023-02120-w.P. Gainza Cirauqui; S. Wehrle; A. K. Van Hall-Beauvais; A. Marchand; A. Scheck et al.
Nature. 2023-04-26. Vol. 617, num. 7959, p. 176-184. DOI : 10.1038/s41586-023-05993-x.P. Moutzouri; M. Cordova; B. S. de Almeida; D. Torodii; L. Emsley
Angewandte Chemie-International Edition. 2023-04-18. Vol. 62, num. 21, p. e202301963. DOI : 10.1002/anie.202301963.R. Girod; T. Lazaridis; H. A. Gasteiger; V. Tileli
Nature Catalysis. 2023-04-17. DOI : 10.1038/s41929-023-00947-y.R. P. Theiler; M. Viscione; O. Fink
20230901. The 33rd European Safety and Reliability Conference (ESREL 2023), Southampton, UK, September 3-7,2023. p. 2419-2420. DOI : 10.3850/978-981-18-8071-1.