Derek Hoiem
Impact in
- Computer Vision and Pattern Recognition top 0.05%
- Advanced Image and Video Retrieval Techniques
- Advanced Vision and Imaging
- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
- Image Retrieval and Classification Techniques
Papers in
-
- Advanced Image and Video Retrieval Techniques 44
- Advanced Vision and Imaging 28
- Multimodal Machine Learning Applications 15
- Advanced Neural Network Applications 14
- Image Retrieval and Classification Techniques 14
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- Domain Adaptation and Few-Shot Learning 17
- Co-authors
- Zhizhong Li (5 shared papers)Alexei A. Efros (15 shared papers)Martial Hebert (13 shared papers)David Forsyth (14 shared papers)Ian Endres (7 shared papers)Ali Farhadi (4 shared papers)Ruiqi Guo (5 shared papers)Varsha Hedau (3 shared papers)
- Journals
- International Journal of Computer Vision (6 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (6 papers)ACM Transactions on Graphics (3 papers)Proceedings of the IEEE (1 paper)2021 IEEE/CVF International Conference on Computer Vision (ICCV) (1 paper)
- Partner nations
- United StatesUnited KingdomSingapore
In The Last Decade
Derek Hoiem
77 papers receiving 9.1k citations
Derek Hoiem's Hit Papers
Peers
Comparison fields: 5 of 152
- Computer Vision and Pattern Recognition 7.4k
- Computer Graphics and Computer-Aided Design 497
- Artificial Intelligence 3.5k
- Media Technology 878
- Geology 554
Countries citing papers authored by Derek Hoiem
This map shows the geographic impact of Derek Hoiem's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Derek Hoiem with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Derek Hoiem more than expected).
Fields of papers citing papers by Derek Hoiem
This network shows the impact of papers produced by Derek Hoiem. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Derek Hoiem. The network helps show where Derek Hoiem may publish in the future.
Co-authors
The 25 scholars most cited alongside Derek Hoiem, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 82 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Learning without Forgetting Hit paper breakdown → | 2017 | 2177 |
| 2 | Describing objects by their attributes Hit paper breakdown → | 2009 | 1164 |
| 3 | Putting Objects in Perspective Hit paper breakdown → | 2008 | 525 |
| 4 | Recovering Surface Layout from an Image Hit paper breakdown → | 2007 | 468 |
| 5 | Geometric context from a single image Hit paper breakdown → | 2005 | 459 |
| 6 | Automatic photo pop-up Hit paper breakdown → | 2005 | 403 |
| 7 | 2009 | 324 | |
| 8 | Recovering the spatial layout of cluttered rooms Hit paper breakdown → | 2009 | 317 |
| 9 | Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion Hit paper breakdown → | 2020 | 297 |
| 10 | 2012 | 225 | |
| 11 | 2006 | 209 | |
| 12 | 2011 | 207 | |
| 13 | 2007 | 171 | |
| 14 | 2018 | 160 | |
| 15 | 2014 | 147 | |
| 16 | 2007 | 133 | |
| 17 | 2011 | 125 | |
| 18 | 2010 | 120 | |
| 19 | 2017 | 116 | |
| 20 | 2005 | 115 |
About Derek Hoiem
Derek Hoiem is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Geology and Computational Mechanics, having authored 82 papers that have together received 9.5k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (44 papers), Advanced Vision and Imaging (28 papers), Robotics and Sensor-Based Localization (18 papers), Domain Adaptation and Few-Shot Learning (17 papers), Multimodal Machine Learning Applications (15 papers), Advanced Neural Network Applications (14 papers), Image Retrieval and Classification Techniques (14 papers) and 3D Surveying and Cultural Heritage (12 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.4k citations), Computer Graphics and Computer-Aided Design (497 citations), Artificial Intelligence (3.5k citations), Media Technology (878 citations) and Geology (554 citations). Derek Hoiem has collaborated with scholars based in United States, United Kingdom and Singapore. Frequent co-authors include Zhizhong Li, Alexei A. Efros, Martial Hebert, David Forsyth, Ian Endres, Ali Farhadi, Ruiqi Guo, Varsha Hedau, Qieyun Dai and Chuhang Zou. Their work appears in journals such as International Journal of Computer Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, ACM Transactions on Graphics, Proceedings of the IEEE and 2021 IEEE/CVF International Conference on Computer Vision (ICCV).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.