Christopher Kanan
Impact in
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- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
- Visual Attention and Saliency Detection
- Artificial Intelligence top 0.2%
- Domain Adaptation and Few-Shot Learning
- AI in cancer detection
Papers in
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- Multimodal Machine Learning Applications 24
- Advanced Image and Video Retrieval Techniques 16
- Advanced Neural Network Applications 7
- Human Pose and Action Recognition 6
- Visual Attention and Saliency Detection 5
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- Domain Adaptation and Few-Shot Learning 31
- Co-authors
- Ronald Kemker (6 shared papers)Stefan Wermter (1 shared paper)German Ignacio Parisi (1 shared paper)Jose L. Part (1 shared paper)Kushal Kafle (16 shared papers)Garrison W. Cottrell (7 shared papers)Tyler L. Hayes (13 shared papers)Sulabh Kumra (1 shared paper)
- Journals
- Cells Tissues Organs (3 papers)IEEE Transactions on Geoscience and Remote Sensing (3 papers)Acta Zoologica (3 papers)Journal of Vision (3 papers)PLoS ONE (3 papers)
- Partner nations
- United StatesSudanItaly
In The Last Decade
Christopher Kanan
81 papers receiving 6.8k citations
Christopher Kanan's Hit Papers
Peers
Comparison fields: 5 of 188
- Computer Vision and Pattern Recognition 3.1k
- Artificial Intelligence 3.6k
- Health Informatics 142
- Media Technology 631
- Human-Computer Interaction 404
Countries citing papers authored by Christopher Kanan
This map shows the geographic impact of Christopher Kanan'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 Christopher Kanan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Christopher Kanan more than expected).
Fields of papers citing papers by Christopher Kanan
This network shows the impact of papers produced by Christopher Kanan. 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 Christopher Kanan. The network helps show where Christopher Kanan may publish in the future.
Co-authors
The 25 scholars most cited alongside Christopher Kanan, 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 87 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Continual lifelong learning with neural networks: A review Hit paper breakdown → | 2019 | 2049 |
| 2 | Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning Hit paper breakdown → | 2018 | 463 |
| 3 | Measuring Catastrophic Forgetting in Neural Networks Hit paper breakdown → | 2018 | 394 |
| 4 | Robotic grasp detection using deep convolutional neural networks Hit paper breakdown → | 2017 | 381 |
| 5 | 2012 | 298 | |
| 6 | A foundation model for clinical-grade computational pathology and rare cancers detection Hit paper breakdown → | 2024 | 261 |
| 7 | 2009 | 214 | |
| 8 | 2018 | 175 | |
| 9 | 2017 | 174 | |
| 10 | 2020 | 169 | |
| 11 | 2017 | 168 | |
| 12 | 2010 | 154 | |
| 13 | 2020 | 148 | |
| 14 | 2021 | 134 | |
| 15 | 2019 | 131 | |
| 16 | 2015 | 127 | |
| 17 | 2017 | 103 | |
| 18 | 2020 | 94 | |
| 19 | 2020 | 94 | |
| 20 | 2016 | 91 |
About Christopher Kanan
Christopher Kanan is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Cognitive Neuroscience and Human-Computer Interaction, having authored 87 papers that have together received 7.0k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (31 papers), Multimodal Machine Learning Applications (24 papers), Advanced Image and Video Retrieval Techniques (16 papers), Remote-Sensing Image Classification (8 papers), Advanced Neural Network Applications (7 papers), Human Pose and Action Recognition (6 papers), Visual Attention and Saliency Detection (5 papers) and Neural dynamics and brain function (5 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (3.1k citations), Artificial Intelligence (3.6k citations), Health Informatics (142 citations), Media Technology (631 citations) and Human-Computer Interaction (404 citations). Christopher Kanan has collaborated with scholars based in United States, Sudan and Italy. Frequent co-authors include Ronald Kemker, Stefan Wermter, German Ignacio Parisi, Jose L. Part, Kushal Kafle, Garrison W. Cottrell, Tyler L. Hayes, Sulabh Kumra, Carl Salvaggio and Robik Shrestha. Their work appears in journals such as Cells Tissues Organs, IEEE Transactions on Geoscience and Remote Sensing, Acta Zoologica, Journal of Vision and PLoS ONE.
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.