Institution · Polytechnique Montréal
Most cited papers from Polytechnique Montréal
Polytechnique Montréal
What are the most cited papers from Polytechnique Montréal?
The most cited paper from Polytechnique Montréal is "Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation" (Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al., 2014), with 25,290 citations. Next come "Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling" (10,801) and "Convolutional networks for images, speech, and time series" (4,363).
Showing 50 of 60 papers. Every paper with more than 901 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. | 2014 | 25,290 |
| 2 | Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Jun‐Young Chung, Çağlar Gülçehre, Kyunghyun Cho et al. · arXiv (Cornell University) | 11 Dec 2014 | 10,801 |
| 3 | Convolutional networks for images, speech, and time series Yann LeCun, Yoshua Bengio · HAL (Le Centre pour la Communication Scientifique Directe) | Oct 1998 | 4,363 |
| 4 | GWTC-1: A Gravitational-Wave Transient Catalog of Compact Binary Mergers Observed by LIGO and Virgo during the First and Second Observing Runs B. P. Abbott et al. · Physical Review X | 4 Sep 2019 | 3,658 |
| 5 | Brain tumor segmentation with Deep Neural Networks Mohammad Havaei, Axel Davy, David Warde-Farley et al. · Medical Image Analysis | 21 May 2016 | 3,312 |
| 6 | Accumulation of Deficits as a Proxy Measure of Aging Arnold B. Mitnitski, Alexander J. Mogilner, Kenneth J. Rockwood · The Scientific World JOURNAL | 2001 | 2,988 |
| 7 | Online and off-line handwriting recognition: a comprehensive survey Réjean Plamondon, Sargur N. Srihari · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 2,506 |
| 8 | FactSage thermochemical software and databases Christopher William Bale, Patrice Chartrand, Sergei A. Degterov et al. · Calphad | Jun 2002 | 2,300 |
| 9 | GWTC-2: Compact Binary Coalescences Observed by LIGO and Virgo during the First Half of the Third Observing Run R. Abbott et al. · Physical Review X | 9 Jun 2021 | 2,075 |
| 10 | FactSage thermochemical software and databases, 2010–2016 Christopher William Bale, Ève Bélisle, Patrice Chartrand et al. · Calphad | 9 Jun 2016 | 2,069 |
| 11 | FitNets: Hints for Thin Deep Nets Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou et al. · arXiv (Cornell University) | 19 Dec 2014 | 2,032 |
| 12 | BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux, Yoshua Bengio, Jean‐Pierre David · PolyPublie (École Polytechnique de Montréal) | 2 Nov 2015 | 1,830 |
| 13 | GW190814: Gravitational Waves from the Coalescence of a 23 Solar Mass Black Hole with a 2.6 Solar Mass Compact Object R. Abbott et al. · The Astrophysical Journal Letters | Jun 2020 | 1,825 |
| 14 | Camera calibration with distortion models and accuracy evaluation Juyang Weng, Paul R. Cohen, M. Herniou · IEEE Transactions on Pattern Analysis and Machine Intelligence | 1992 | 1,768 |
| 15 | The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation Simon Jégou, Michal Drozdzal, David Vázquez et al. | Jul 2017 | 1,760 |
| 16 | Guided-wave and leakage characteristics of substrate integrated waveguide Feng Yu Xu, Ke Wu · IEEE Transactions on Microwave Theory and Techniques | 2005 | 1,756 |
| 17 | Plasmonic nanorod metamaterials for biosensing Andrei V. Kabashin, Paul G. Evans, S. Pastkovsky et al. · Nature Materials | 11 Oct 2009 | 1,747 |
| 18 | Integrated microstrip and rectangular waveguide in planar form Dominic Deslandes, Ke Wu · IEEE Microwave and Wireless Components Letters | Feb 2001 | 1,736 |
| 19 | FactSage thermochemical software and databases — recent developments Christopher William Bale, Ève Bélisle, P. Chartrand et al. · Calphad | 11 Oct 2008 | 1,666 |
| 20 | Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle Peter E. Caines, Minyi Huang, Roland P. Malhamé · Communications in Information and Systems | 2006 | 1,648 |
| 21 | GW190425: Observation of a Compact Binary Coalescence with Total Mass ∼ 3.4 M ⊙ B. P. Abbott et al. · The Astrophysical Journal Letters | 19 Mar 2020 | 1,630 |
| 22 | \nUSEtox - The UNEP-SETAC toxicity model: recommended characterisation factors for human toxicity and freshwater ecotoxicity in life cycle impact assessment Ralph K. Rosenbaum, Till M. Bachmann, Lois Swirsky Gold et al. · Radboud Repository (Radboud University) | 2008 | 1,542 |
| 23 | Machine learning for combinatorial optimization: A methodological tour d'horizon Yoshua Bengio, Andrea Lodi, Antoine Prouvost · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) | 2021 | 1,453 |
| 24 | An overview of bilevel optimization Benoît Colson, Patrice Marcotte, Gilles Savard · Annals of Operations Research | 20 Apr 2007 | 1,452 |
| 25 | Novel injectable neutral solutions of chitosan form biodegradable gels in situ A. Chenite, Cyril Chaput, D Wang et al. · Biomaterials | Nov 2000 | 1,405 |
| 26 | Review of substrate-integrated waveguide circuits and antennas Maurizio Bozzi, Apostolos Georgiadis, Ke Wu · IET Microwaves Antennas & Propagation | 6 Jun 2011 | 1,389 |
| 27 | Photooxidation and quantum confinement effects in exfoliated black phosphorus Alexandre Favron, Étienne Gaufrès, Frédéric Fossard et al. · Nature Materials | 25 May 2015 | 1,380 |
| 28 | GW190521: A Binary Black Hole Merger with a Total Mass of 150 M ⊙ R. Abbott et al. · Physical Review Letters | 2 Sep 2020 | 1,354 |
| 29 | NICE: Non-linear Independent Components Estimation Laurent Dinh, David W. Krueger, Yoshua Bengio · arXiv (Cornell University) | 30 Oct 2014 | 1,349 |
| 30 | The Medical Segmentation Decathlon Michela Antonelli et al. · Nature Communications | 15 Jul 2022 | 1,309 |
| 31 | Composite right/left-handed transmission line metamaterials Anthony Lai, Christophe Caloz, T. Itoh · IEEE Microwave Magazine | Sep 2004 | 1,293 |
| 32 | A review of dynamic vehicle routing problems Victor Pillac, Michel Gendreau, Christelle Guéret et al. · European Journal of Operational Research | 30 Aug 2012 | 1,257 |
| 33 | The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic et al. · Medical Image Analysis | 17 Nov 2022 | 1,236 |
| 34 | Strong light–matter coupling in two-dimensional atomic crystals Xiaoze Liu, Tal Galfsky, Zheng Sun et al. · Nature Photonics | 23 Dec 2014 | 1,216 |
| 35 | A New Optimization Algorithm for the Vehicle Routing Problem with Time Windows Martin Desrochers, Jacques Desrosiers, M. Hugh Solomon · Operations Research | Apr 1992 | 1,197 |
| 36 | Environmental sciences, sustainable development and circular economy: Alternative concepts for trans-disciplinary research Sébastien Sauvé, Sophie Bernard, Pamela Sloan · Environmental Development | 14 Sep 2015 | 1,171 |
| 37 | The industrial management of SMEs in the era of Industry 4.0 Alexandre Moeuf, Robert Pellerin, Samir Lamouri et al. · International Journal of Production Research | 8 Sep 2017 | 1,168 |
| 38 | Experimental methods in chemical engineering: specific surface area and pore size distribution measurements—BET, BJH, and DFT Raoof Bardestani, Gregory Scott Patience, Serge C. Kaliaguine · The Canadian Journal of Chemical Engineering | 23 Aug 2019 | 1,155 |
| 39 | Large-Population Cost-Coupled LQG Problems With Nonuniform Agents: Individual-Mass Behavior and Decentralized $\varepsilon$-Nash Equilibria Minyi Huang, Peter E. Caines, Roland P. Malhamé · IEEE Transactions on Automatic Control | Sep 2007 | 1,143 |
| 40 | LIVE/DEAD® BacLight™: application of a new rapid staining method for direct enumeration of viable and total bacteria in drinking water Lina Boulos, Michèle Prévost, Benoît Barbeau et al. · Journal of Microbiological Methods | Jul 1999 | 1,138 |
| 41 | Deep Learning: A Primer for Radiologists Gabriel Chartrand, Phillip M. Cheng, Eugene Vorontsov et al. · Radiographics | Nov 2017 | 1,129 |
| 42 | Magneto-aerotactic bacteria deliver drug-containing nanoliposomes to tumour hypoxic regions Ouajdi Felfoul, Mahmood Mohammadi, Samira Taherkhani et al. · Nature Nanotechnology | 12 Aug 2016 | 1,126 |
| 43 | On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau et al. · arXiv (Cornell University) | 3 Sep 2014 | 1,126 |
| 44 | Leaky-Wave Antennas David R. Jackson, Christophe Caloz, T. Itoh · Proceedings of the IEEE | 24 Mar 2012 | 1,126 |
| 45 | Plasma surface modification of polymers for improved adhesion: a critical review Edward M. Liston, Ludvik Martinu, Michael Robert Wertheimer · Journal of Adhesion Science and Technology | 1993 | 1,092 |
| 46 | Dynamics and thermodynamics of complex fluids. I. Development of a general formalism Miroslav Grmela, Hans Christian Öttinger · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics | Dec 1997 | 1,059 |
| 47 | The Importance of Skip Connections in Biomedical Image Segmentation Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand et al. · Lecture notes in computer science | 2016 | 1,005 |
| 48 | Tackling Climate Change with Machine Learning Lynn H. Kaack et al. · OPUS 4 (Zuse Institute Berlin) | 7 Feb 2022 | 994 |
| 49 | Single-substrate integration technique of planar circuits and waveguide filters Dominic Deslandes, Ke Wu · IEEE Transactions on Microwave Theory and Techniques | Feb 2003 | 981 |
| 50 | Recovering traceability links between code and documentation Giuliano Antoniol, Gerardo Canfora, G. Casazza et al. · IEEE Transactions on Software Engineering | Oct 2002 | 975 |
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.