World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
54
Citations
28351
World Ranking
4428
National Ranking
2071

Derek Hoiem 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 Derek Hoiem 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: 118 publications — 14th percentile

14% of scientists in this discipline score the same or lower.

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

Derek Hoiem 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 Derek Hoiem 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: 54 D-Index — 69th percentile

69% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2013 - Fellow of Alfred P. Sloan Foundation

Overview

Derek Hoiem is affiliated with the University of Illinois at Urbana-Champaign in the United States. Their research contributions predominantly focus on computer science, with a specialization in computer vision and related subfields.

The main subfields of study for Derek Hoiem include:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • General Health Professions
  • Software
  • Molecular Biology

Derek Hoiem's work covers several key research topics such as:

  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Advanced Vision and Imaging
  • Advanced Image Processing Techniques
  • Topic Modeling
  • Image Enhancement Techniques
  • Machine Learning and Data Classification

Their publication record includes a variety of recent papers, demonstrating ongoing research activity:

  • "Manhattan Room Layout Reconstruction from a Single 360° Image: A Comparative Study of State-of-the-Art Methods" (2021), International Journal of Computer Vision
  • "Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners" (2022), arXiv (Cornell University)
  • "PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility" (2021), 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • "Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture" (2022), 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "GRIT: General Robust Image Task Benchmark" (2022), arXiv (Cornell University)

The most frequent publication venues for Derek Hoiem include:

  • arXiv (Cornell University)
  • International Journal of Computer Vision
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Lecture Notes in Computer Science

Collaboration is notable in Derek Hoiem's work, with frequent coauthors being:

  • Jae Yong Lee
  • Chuhang Zou
  • Aniruddha Kembhavi
  • Yuqun Wu
  • Tanmay Gupta

In 2013, Derek Hoiem was recognized as a Fellow of the Alfred P. Sloan Foundation.

Best Publications

  • Indoor segmentation and support inference from RGBD images

    Nathan Silberman;Derek Hoiem;Pushmeet Kohli;Rob Fergus

  • Learning without Forgetting

    Zhizhong Li;Derek Hoiem

  • Describing objects by their attributes

    Ali Farhadi;Ian Endres;Derek Hoiem;David Forsyth

  • Putting Objects in Perspective

    D. Hoiem;A.A. Efros;M. Hebert

  • Recovering Surface Layout from an Image

    Derek Hoiem;Alexei A. Efros;Martial Hebert

  • Geometric context from a single image

    D. Hoiem;A.A. Efros;M. Hebert

  • Automatic photo pop-up

    Derek Hoiem;Alexei A. Efros;Martial Hebert

  • An empirical study of context in object detection

    Santosh K Divvala;Derek Hoiem;James H Hays;Alexei A Efros

  • Recovering the spatial layout of cluttered rooms

    Varsha Hedau;Derek Hoiem;David Forsyth

  • Diagnosing error in object detectors

    Derek Hoiem;Yodsawalai Chodpathumwan;Qieyun Dai

  • Category independent object proposals

    Ian Endres;Derek Hoiem

  • Where to Look: Focus Regions for Visual Question Answering

    Kevin J. Shih;Saurabh Singh;Derek Hoiem

  • Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

    Hongxu Yin;Pavlo Molchanov;Jose M. Alvarez;Zhizhong Li

  • Paired Regions for Shadow Detection and Removal

    Ruiqi Guo;Qieyun Dai;Derek Hoiem

  • Learning CRFs Using Graph Cuts

    Martin Szummer;Pushmeet Kohli;Derek Hoiem

  • Single-image shadow detection and removal using paired regions

    Ruiqi Guo;Qieyun Dai;Derek Hoiem

  • Thinking inside the box: using appearance models and context based on room geometry

    Varsha Hedau;Derek Hoiem;David Forsyth

  • Rendering synthetic objects into legacy photographs

    Kevin Karsch;Varsha Hedau;David Forsyth;Derek Hoiem

  • Photo clip art

    Jean-François Lalonde;Derek Hoiem;Alexei A. Efros;Carsten Rother

  • Category-Independent Object Proposals with Diverse Ranking

    Ian Endres;Derek Hoiem

Frequent Co-Authors

David Forsyth
David Forsyth University of Illinois at Urbana-Champaign
Martial Hebert
Martial Hebert Carnegie Mellon University
Alexei A. Efros
Alexei A. Efros University of California, Berkeley
Ali Farhadi
Ali Farhadi University of Washington
Rahul Sukthankar
Rahul Sukthankar Google (United States)
Alexander G. Schwing
Alexander G. Schwing University of Illinois at Urbana-Champaign
Timothy Bretl
Timothy Bretl University of Illinois at Urbana-Champaign
James Hays
James Hays Georgia Institute of Technology
Jan Kautz
Jan Kautz Nvidia (United States)
Pushmeet Kohli
Pushmeet Kohli DeepMind (United Kingdom)

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