World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
46
Citations
25807
World Ranking
6633
National Ranking
2928

Matthijs Douze 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 Matthijs Douze sits on this spectrum.

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 publications 991+

This scientist: 94 publications — 7th percentile

7% of scientists in this discipline score the same or lower.

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

Matthijs Douze 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 Matthijs Douze sits on this spectrum.

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 D-Index 131+

This scientist: 46 D-Index — 53rd percentile

53% of scientists in this discipline score the same or lower.

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

Overview

Matthijs Douze is affiliated with Facebook in the United States and focuses on research within the field of computer science. The primary area of study includes computer vision and pattern recognition, with significant contributions documented in related subfields such as artificial intelligence, signal processing, radiology, nuclear medicine and imaging, and electrical and electronic engineering.

Their published work spans advanced image and video retrieval techniques, domain adaptation and few-shot learning, multimodal machine learning applications, advanced steganography and watermarking techniques, human pose and action recognition, advanced neural network applications, and image retrieval and classification techniques.

Frequent coauthors collaborating with Matthijs Douze include Hervé Jeǵou, Hugo Touvron, Ed Pizzi, Alexandre Sablayrolles, and Pierre-Emmanuel Mazaré.

Key publication venues where their research has appeared include arXiv (Cornell University), the 2021 IEEE/CVF International Conference on Computer Vision (ICCV), IEEE Transactions on Big Data, the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), and ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Selected recent papers authored or coauthored by Matthijs Douze are:

  • XCiT: Cross-Covariance Image Transformers, 2021, arXiv (Cornell University)
  • Training data-efficient image transformers & distillation through attention, 2020, arXiv (Cornell University)
  • Data Augmenting Contrastive Learning of Speech Representations in the Time Domain, 2020, arXiv (Cornell University)
  • LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference, 2021, arXiv (Cornell University)
  • THE FAISS LIBRARY, 2025, IEEE Transactions on Big Data

Best Publications

  • Product Quantization for Nearest Neighbor Search

    H Jégou;M Douze;C Schmid

  • Aggregating local descriptors into a compact image representation

    Herve Jegou;Matthijs Douze;Cordelia Schmid;Patrick Perez

  • Deep Clustering for Unsupervised Learning of Visual Features

    Mathilde Caron;Piotr Bojanowski;Armand Joulin;Matthijs Douze

  • Billion-Scale Similarity Search with GPUs

    Jeff Johnson;Matthijs Douze;Herve Jegou

  • Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

    Herve Jegou;Matthijs Douze;Cordelia Schmid

  • Aggregating Local Image Descriptors into Compact Codes

    H. Jegou;F. Perronnin;M. Douze;J. Sanchez

  • Improving Bag-of-Features for Large Scale Image Search

    Hervé Jégou;Matthijs Douze;Cordelia Schmid

  • FastText.zip: Compressing text classification models

    Armand Joulin;Edouard Grave;Piotr Bojanowski;Matthijs Douze

  • Category-Specific Video Summarization

    Danila Potapov;Matthijs Douze;Zaid Harchaoui;Cordelia Schmid

  • On the burstiness of visual elements

    Herve Jegou;Matthijs Douze;Cordelia Schmid

  • Evaluation of GIST descriptors for web-scale image search

    Matthijs Douze;Hervé Jégou;Harsimrat Sandhawalia;Laurent Amsaleg

  • Training data-efficient image transformers & distillation through attention

    Hugo Touvron;Matthieu Cord;Matthijs Douze;Francisco Massa

  • Searching in one billion vectors: Re-rank with source coding

    Herve Jegou;Romain Tavenard;Matthijs Douze;Laurent Amsaleg

  • Combining attributes and Fisher vectors for efficient image retrieval

    Matthijs Douze;Arnau Ramisa;Cordelia Schmid

  • Packing bag-of-features

    Herve Jegou;Matthijs Douze;Cordelia Schmid

  • XCiT: Cross-Covariance Image Transformers.

    Alaaeldin El-Nouby;Hugo Touvron;Mathilde Caron;Piotr Bojanowski

  • An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering

    Matthijs Douze;Herve Jegou;Cordelia Schmid

  • Learning Joint Multilingual Sentence Representations with Neural Machine Translation

    Holger Schwenk;Matthijs Douze

  • Local Convolutional Features with Unsupervised Training for Image Retrieval

    Mattis Paulin;Matthijs Douze;Zaid Harchaoui;Julien Mairal

  • Fixing the train-test resolution discrepancy

    Hugo Touvron;Andrea Vedaldi;Matthijs Douze;Herve Jegou

Frequent Co-Authors

Hervé Jégou
Hervé Jégou Facebook (United States)
Cordelia Schmid
Cordelia Schmid French Institute for Research in Computer Science and Automation - INRIA
Zaid Harchaoui
Zaid Harchaoui University of Washington
Jakob Verbeek
Jakob Verbeek Facebook AI Research (FAIR) in Paris
Armand Joulin
Armand Joulin Google (United States)
Zeynep Akata
Zeynep Akata University of Tübingen
Noel E. O'Connor
Noel E. O'Connor Dublin City University
Andrew Zisserman
Andrew Zisserman University of Oxford
Piotr Bojanowski
Piotr Bojanowski Facebook (United States)
Lorenzo Torresani
Lorenzo Torresani Facebook (United States)

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