Institution · Université de Montréal
Most cited papers from Université de Montréal
What are the most cited papers from Université de Montréal?
The most cited paper from Université de Montréal is "Deep learning" (Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton, 2015), with 84,939 citations. Next come "Gradient-based learning applied to document recognition" (59,921) and "Radiotherapy Plus Concomitant and Adjuvant Temozolomide for Glioblastoma" (22,109).
Showing 50 of 60 papers. Every paper with more than 4,204 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Deep learning Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton · Nature | 26 May 2015 | 84,939 |
| 2 | Gradient-based learning applied to document recognition Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE | 1998 | 59,921 |
| 3 | Radiotherapy Plus Concomitant and Adjuvant Temozolomide for Glioblastoma Roger Stupp, Warren P. Mason, Martin J. van den Bent et al. · New England Journal of Medicine | 9 Mar 2005 | 22,109 |
| 4 | GAN（Generative Adversarial Nets） 柴田 淳司 · Journal of Japan Society for Fuzzy Theory and Intelligent Informatics | 15 Oct 2017 | 21,691 |
| 5 | Issues and challenges facing rechargeable lithium batteries J. M. Tarascon, Michel B. Armand · Nature | Nov 2001 | 21,115 |
| 6 | A global reference for human genetic variation Corresponding authors et al. · Nature | 29 Sep 2015 | 20,444 |
| 7 | Hybrid functionals based on a screened Coulomb potential Jochen Heyd, Gustavo E. Scuseria, Matthias Ernzerhof · The Journal of Chemical Physics | 25 Apr 2003 | 19,740 |
| 8 | Testing for a unit root in time series regression Peter C.B. Phillips, Pierre Perrón · Biometrika | 1988 | 18,270 |
| 9 | Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio · arXiv (Cornell University) | Sep 2014 | 14,616 |
| 10 | Generative adversarial networks Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM | 22 Oct 2020 | 14,417 |
| 11 | Teleporting an unknown quantum state via dual classical and Einstein-Podolsky-Rosen channels Charles H. Bennett, Gilles Brassard, Claude Crépeau et al. · Physical Review Letters | 29 Mar 1993 | 13,933 |
| 12 | Representation Learning: A Review and New Perspectives Yoshua Bengio, Aaron C. Courville, P. M. Durai Raj Vincent · IEEE Transactions on Pattern Analysis and Machine Intelligence | 31 May 2013 | 13,351 |
| 13 | Understanding the difficulty of training deep feedforward neural networks Xavier Glorot, Yoshua Bengio | 2010 | 12,654 |
| 14 | Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC G. Aad et al. · Physics Letters B | 14 Aug 2012 | 10,856 |
| 15 | The mutational constraint spectrum quantified from variation in 141,456 humans Konrad J. Karczewski et al. · Nature | 27 May 2020 | 10,422 |
| 16 | Learning long-term dependencies with gradient descent is difficult Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks | Mar 1994 | 8,685 |
| 17 | An integrated map of genetic variation from 1,092 human genomes Gil A. McVean et al. · Nature | 31 Oct 2012 | 8,281 |
| 18 | A map of human genome variation from population-scale sequencing Richard M. Durbin et al. · Nature | 26 Oct 2010 | 8,156 |
| 19 | Random search for hyper-parameter optimization James Bergstra, Yoshua Bengio, Léon Bottou | 2012 | 7,930 |
| 20 | Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial Roger Stupp et al. · The Lancet Oncology | 10 Mar 2009 | 7,889 |
| 21 | Endovascular thrombectomy after large-vessel ischaemic stroke: a meta-analysis of individual patient data from five randomised trials Mayank Goyal et al. · The Lancet | 20 Feb 2016 | 7,859 |
| 22 | Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015 Mohammad Hossein Forouzanfar et al. · The Lancet | Oct 2016 | 7,829 |
| 23 | Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Kelvin Xu, Jimmy Lei Ba, Ryan Kiros et al. · arXiv (Cornell University) | 10 Feb 2015 | 7,513 |
| 24 | SPECIES ASSEMBLAGES AND INDICATOR SPECIES:THE NEED FOR A FLEXIBLE ASYMMETRICAL APPROACH Marc Dufrêne, Pierre Legendre · Ecological Monographs | Aug 1997 | 7,453 |
| 25 | Extracting and composing robust features with denoising autoencoders Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. | 2008 | 7,452 |
| 26 | Dapagliflozin in Patients with Heart Failure and Reduced Ejection Fraction John J.V. McMurray et al. · New England Journal of Medicine | 19 Sep 2019 | 7,135 |
| 27 | A systematic analysis of performance measures for classification tasks Marina V. Sokolova, Guy Lapalme · Information Processing & Management | 9 May 2009 | 7,026 |
| 28 | Learning Deep Architectures for AI Yoshua Bengio · Foundations and Trends® in Machine Learning | 2009 | 6,986 |
| 29 | Angiotensin–Neprilysin Inhibition versus Enalapril in Heart Failure John J.V. McMurray, Milton Packer, Akshay Suvas Desai et al. · New England Journal of Medicine | 30 Aug 2014 | 6,982 |
| 30 | On the Properties of Neural Machine Translation: Encoder–Decoder Approaches Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau et al. | 2014 | 6,731 |
| 31 | Human Papillomavirus and Survival of Patients with Oropharyngeal Cancer K. Kian Ang, Jonathan Harris, Richard H. Wheeler et al. · New England Journal of Medicine | 7 Jun 2010 | 6,617 |
| 32 | Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013 Theo Vos et al. · The Lancet | 7 Jun 2015 | 6,558 |
| 33 | Effects of stress throughout the lifespan on the brain, behaviour and cognition SONIA J. LUPIEN, Bruce S. McEwen, Megan R. Gunnar et al. · Nature reviews. Neuroscience | 29 Apr 2009 | 6,297 |
| 34 | The International HapMap Project Richard A. Gibbs et al. · Nature | 18 Dec 2003 | 6,187 |
| 35 | Randomized Assessment of Rapid Endovascular Treatment of Ischemic Stroke Mayank Goyal et al. · New England Journal of Medicine | 11 Feb 2015 | 6,122 |
| 36 | Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition) Daniel J. Klionsky et al. · Autophagy | 2 Jan 2016 | 6,023 |
| 37 | Review of Particle Physics J. Beringer et al. · Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields | 20 Jul 2012 | 6,020 |
| 38 | Effect of Captopril on Mortality and Morbidity in Patients with Left Ventricular Dysfunction after Myocardial Infarction Marc Alan Pfeffer, Eugene Braunwald, Lemuel A. Moyé et al. · New England Journal of Medicine | 3 Sep 1992 | 5,965 |
| 39 | Tisagenlecleucel in Children and Young Adults with B-Cell Lymphoblastic Leukemia Shannon L. Maude et al. · New England Journal of Medicine | 31 Jan 2018 | 5,818 |
| 40 | Intriguing properties of neural networks Christian Szegedy, Wojciech Zaremba, Ilya Sutskever et al. · arXiv (Cornell University) | 21 Dec 2013 | 5,734 |
| 41 | Emerging applications of stimuli-responsive polymer materials Martien A. Cohen Stuart, Wilhelm T. S. Huck, Jan Genzer et al. · Nature Materials | 22 Jan 2010 | 5,723 |
| 42 | Ecologically meaningful transformations for ordination of species data Pierre Legendre, Eugene D. Gallagher · Oecologia | Oct 2001 | 5,611 |
| 43 | European Position Paper on Rhinosinusitis and Nasal Polyps 2020 W.J. Fokkens et al. · Rhinology Journal | Feb 2020 | 5,610 |
| 44 | School readiness and later achievement. Greg J. Duncan, Chantelle Dowsett, Amy Claessens et al. · Developmental Psychology | Nov 2007 | 5,447 |
| 45 | Curriculum learning Yoshua Bengio, Jérôme Louradour, Ronan Collobert et al. | 14 Jun 2009 | 5,226 |
| 46 | The journal coverage of Web of Science and Scopus: a comparative analysis Philippe Mongeon, Adèle Paul‐Hus · Scientometrics | 19 Oct 2015 | 5,117 |
| 47 | Molecular excitation energies to high-lying bound states from time-dependent density-functional response theory: Characterization and correction of the time-dependent local density approximation ionization threshold Mark E. Casida, Christine Jödicke Jamorski, Kim C. Casida et al. · The Journal of Chemical Physics | 15 Mar 1998 | 5,027 |
| 48 | Intensive versus Moderate Lipid Lowering with Statins after Acute Coronary Syndromes Christopher Paul Cannon, Eugene Braunwald, Carolyn H. McCabe et al. · New England Journal of Medicine | 7 Apr 2004 | 4,973 |
| 49 | Genetic studies of body mass index yield new insights for obesity biology The LifeLines Cohort Study et al. · Nature | 10 Feb 2015 | 4,954 |
| 50 | Host–microbe interactions have shaped the genetic architecture of inflammatory bowel disease Luke Jostins et al. · Nature | 31 Oct 2012 | 4,928 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.