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Aaron Courville

Aaron Courville

University of Montreal
Canada

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Computer Science
Canada
2025

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 95 450 438 15 14 254 183159

Aaron Courville publications per year

The chart shows the history of publications by Aaron Courville between 1997 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Aaron Courville published across 29 years, from 1997 to 2025, averaging 11 papers a year. Output peaked at 34 publications in 2018. 43 of the 320 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 1997 to 2025. Vertical axis: number of publications, 0 to 34. Peak 34 publications in 2018. 1997: 1 publication 1998: 0 publications 1999: 2 publications 2000: 0 publications 2001: 1 publication 2002: 3 publications 2003: 1 publication 2004: 1 publication 2005: 1 publication 2006: 6 publications 2007: 2 publications 2008: 0 publications 2009: 1 publication 2010: 6 publications 2011: 6 publications 2012: 11 publications 2013: 12 publications 2014: 6 publications 2015: 18 publications 2016: 26 publications 2017: 26 publications 2018: 34 publications 2019: 24 publications 2020: 24 publications 2021: 31 publications 2022: 20 publications 2023: 14 publications 2024: 23 publications 2025: 20 publications
1997 2025

320 publications in total across all disciplines

View publications per year as a table
Aaron Courville: publications per year, 1997 to 2025
Year Publications
1997 1
1998 0
1999 2
2000 0
2001 1
2002 3
2003 1
2004 1
2005 1
2006 6
2007 2
2008 0
2009 1
2010 6
2011 6
2012 11
2013 12
2014 6
2015 18
2016 26
2017 26
2018 34
2019 24
2020 24
2021 31
2022 20
2023 14
2024 23
2025 20
Total 320
Download as CSV

Aaron Courville publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Aaron Courville sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 252–261 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 254 publications — 64th percentile

64% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377 254
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Aaron Courville D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Aaron Courville sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 94–95 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 95 D-Index — 97th percentile

97% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46 95
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2025 - Research.com Computer Science in Canada Leader Award
  • 2023 - Research.com Computer Science in Canada Leader Award
  • 2022 - Research.com Computer Science in Canada Leader Award

Overview

Aaron Courville is affiliated with the University of Montreal in Canada, where they focus their research primarily in the field of Computer Science. Their work spans multiple subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Statistical and Nonlinear Physics, and Structural Biology.

Their research topics cover a broad range of themes such as Domain Adaptation and Few-Shot Learning, Reinforcement Learning in Robotics, Topic Modeling, Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, and Adversarial Robustness in Machine Learning.

Notable recent publications by Aaron Courville include:

  • Spirit In the Shell: A Mathematically Plausible Pathway from Emotions to Metacognition in Artificial Intelligence Systems, 2025, Zenodo (CERN European Organization for Nuclear Research)
  • Generative adversarial networks, 2020, Communications of the ACM
  • Static Analysis of Shape in TensorFlow Programs, 2020, arXiv (Cornell University)
  • Out-of-Distribution Generalization via Risk Extrapolation (REx), 2020, arXiv (Cornell University)
  • Data-Efficient Reinforcement Learning with Self-Predictive Representations, 2020, arXiv (Cornell University)

Aaron Courville frequently collaborates with several other researchers. Their frequent coauthors include:

  • Pablo Samuel Castro
  • Yoshua Bengio
  • Max Schwarzer
  • Johan Obando-Ceron
  • Alessandro Sordoni

Their work has been published extensively in various venues, with prominent publications appearing in:

  • arXiv (Cornell University)
  • Microscopy and Microanalysis
  • Communications of the ACM
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Journal of High Energy Physics

Best Publications

  • Generative Adversarial Nets

    Ian Goodfellow;Jean Pouget-Abadie;Mehdi Mirza;Bing Xu

  • Deep Learning

    Ian Goodfellow;Yoshua Bengio;Aaron Courville

  • Generative adversarial networks

    Ian Goodfellow;Jean Pouget-Abadie;Mehdi Mirza;Bing Xu

  • Representation Learning: A Review and New Perspectives

    Y. Bengio;A. Courville;P. Vincent

  • Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

    Kelvin Xu;Jimmy Ba;Ryan Kiros;Kyunghyun Cho

  • Improved training of wasserstein GANs

    Ishaan Gulrajani;Faruk Ahmed;Martin Arjovsky;Vincent Dumoulin

  • Brain tumor segmentation with Deep Neural Networks

    Mohammad Havaei;Axel Davy;David Warde-Farley;Antoine Biard

  • Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

    Kelvin Xu;Jimmy Ba;Ryan Kiros;Kyunghyun Cho

  • Why Does Unsupervised Pre-training Help Deep Learning?

    Dumitru Erhan;Aaron C. Courville;Yoshua Bengio;Pascal Vincent

  • Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

    Yoshua Bengio;Nicholas Léonard;Aaron C. Courville

  • Maxout Networks

    Ian Goodfellow;David Warde-Farley;Mehdi Mirza;Aaron Courville

  • Theano: A Python framework for fast computation of mathematical expressions

    Rami Al-Rfou;Guillaume Alain;Amjad Almahairi

  • Why Does Unsupervised Pre-training Help Deep Learning?

    Dumitru Erhan;Yoshua Bengio;Aaron Courville;Pierre-Antoine Manzagol

  • Building end-to-end dialogue systems using generative hierarchical neural network models

    Iulian V. Serban;Alessandro Sordoni;Yoshua Bengio;Aaron Courville

  • FiLM: Visual Reasoning with a General Conditioning Layer

    Ethan Perez;Ethan Perez;Florian Strub;Harm de Vries;Vincent Dumoulin

  • Challenges in Representation Learning: A Report on Three Machine Learning Contests

    Ian J. Goodfellow;Dumitru Erhan;Pierre Luc Carrier;Aaron Courville

  • Adversarially Learned Inference

    Vincent Dumoulin;Ishmael Belghazi;Ben Poole;Alex Lamb

  • An empirical evaluation of deep architectures on problems with many factors of variation

    Hugo Larochelle;Dumitru Erhan;Aaron Courville;James Bergstra

  • Describing Videos by Exploiting Temporal Structure

    Li Yao;Atousa Torabi;Kyunghyun Cho;Nicolas Ballas

  • Adversarially Learned Inference

    Vincent Dumoulin;Ishmael Belghazi;Ben Poole;Olivier Mastropietro

  • Challenges in representation learning

    Ian J. Goodfellow;Dumitru Erhan;Pierre Luc Carrier;Aaron Courville

Frequent Co-Authors

Yoshua Bengio
Yoshua Bengio University of Montreal
Chris Pal
Chris Pal Polytechnique Montréal
Ian Goodfellow
Ian Goodfellow Google (United States)
Nicolas Ballas
Nicolas Ballas Facebook (United States)
Hugo Larochelle
Hugo Larochelle Google (United States)
Joelle Pineau
Joelle Pineau McGill University
Pascal Vincent
Pascal Vincent Facebook (United States)
Kyunghyun Cho
Kyunghyun Cho New York University
Olivier Pietquin
Olivier Pietquin Google (United States)
Caglar Gulcehre
Caglar Gulcehre DeepMind (United Kingdom)

External Links

Personal website of Aaron Courville Google Scholar page

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Best Scientists Citing Aaron Courville

Yoshua Bengio

Yoshua Bengio

University of Montreal

Publications: 254

Dacheng Tao

Dacheng Tao

Nanyang Technological University

Publications: 97

Kyunghyun Cho

Kyunghyun Cho

New York University

Publications: 96

Trevor Darrell

Trevor Darrell

University of California, Berkeley

Publications: 84

Luc Van Gool

Luc Van Gool

Institute for Computer Science, Artificial Intelligence and Technology (INSAIT)

Publications: 81

Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

Publications: 77

Xiaogang Wang

Xiaogang Wang

Chinese University of Hong Kong

Publications: 76

Shuicheng Yan

Shuicheng Yan

National University of Singapore

Publications: 72

Jiebo Luo

Jiebo Luo

University of Rochester

Publications: 69

Ran He

Ran He

Chinese Academy of Sciences

Publications: 67

Nicu Sebe

Nicu Sebe

University of Trento

Publications: 66

Björn Schuller

Björn Schuller

Imperial College London

Publications: 66

Lawrence Carin

Lawrence Carin

Duke University

Publications: 65

Chunhua Shen

Chunhua Shen

Zhejiang University

Publications: 64

Jiashi Feng

Jiashi Feng

ByteDance

Publications: 64

Honglak Lee

Honglak Lee

University of Michigan–Ann Arbor

Publications: 63

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