Timo Aila
Impact in
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- Computer Graphics and Visualization Techniques
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- Advanced Vision and Imaging
- Generative Adversarial Networks and Image Synthesis
- Advanced Image Processing Techniques
- Advanced Neural Network Applications
- Face recognition and analysis
- Image Enhancement Techniques
Papers in
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- Advanced Vision and Imaging 26
- Advanced Image Processing Techniques 9
- Advanced Neural Network Applications 6
- Generative Adversarial Networks and Image Synthesis 5
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- Computer Graphics and Visualization Techniques 37
- Computational Geometry and Mesh Generation 7
- Co-authors
- Samuli Laine (33 shared papers)Tero Karras (21 shared papers)Jaakko Lehtinen (27 shared papers)Jan Kautz (5 shared papers)Miika Aittala (7 shared papers)Stephen Tyree (2 shared papers)Pavlo Molchanov (2 shared papers)Frédo Durand (7 shared papers)
- Journals
- ACM Transactions on Graphics (14 papers)Computer Graphics Forum (3 papers)IEEE Computer Graphics and Applications (1 paper)Eurographics (1 paper)Journal of Graphics Tools (1 paper)
- Partner nations
- United KingdomFinlandUnited States
In The Last Decade
Timo Aila
55 papers receiving 3.0k citations
Timo Aila's Hit Papers
Peers
Comparison fields: 5 of 110
- Computer Graphics and Computer-Aided Design 1.4k
- Computer Vision and Pattern Recognition 2.5k
- Computational Mechanics 555
- Signal Processing 298
- Media Technology 208
Countries citing papers authored by Timo Aila
This map shows the geographic impact of Timo Aila'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 Timo Aila with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Timo Aila more than expected).
Fields of papers citing papers by Timo Aila
This network shows the impact of papers produced by Timo Aila. 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 Timo Aila. The network helps show where Timo Aila may publish in the future.
Co-authors
The 25 scholars most cited alongside Timo Aila, 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 57 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Few-Shot Unsupervised Image-to-Image Translation Hit paper breakdown → | 2019 | 389 |
| 2 | 2009 | 314 | |
| 3 | 2017 | 268 | |
| 4 | Noise2Noise: Learning image restoration without clean data | 2018 | 225 |
| 5 | Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning. | 2016 | 213 |
| 6 | 2017 | 209 | |
| 7 | Pruning Convolutional Neural Networks for Resource Efficient Inference | 2016 | 124 |
| 8 | 2016 | 114 | |
| 9 | 2013 | 103 | |
| 10 | 2011 | 71 | |
| 11 | 2011 | 70 | |
| 12 | 2013 | 69 | |
| 13 | 2013 | 66 | |
| 14 | 2004 | 61 | |
| 15 | 2017 | 61 | |
| 16 | 2010 | 59 | |
| 17 | 2008 | 52 | |
| 18 | 2004 | 52 | |
| 19 | Semi-supervised semantic segmentation needs strong, high-dimensional perturbations | 2019 | 51 |
| 20 | 2003 | 50 |
About Timo Aila
Timo Aila is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Computational Mechanics, Artificial Intelligence and Signal Processing, having authored 57 papers that have together received 3.2k indexed citations. Recurring topics across this work include Computer Graphics and Visualization Techniques (37 papers), Advanced Vision and Imaging (26 papers), 3D Shape Modeling and Analysis (14 papers), Advanced Image Processing Techniques (9 papers), Computational Geometry and Mesh Generation (7 papers), Advanced Neural Network Applications (6 papers), Generative Adversarial Networks and Image Synthesis (5 papers) and Domain Adaptation and Few-Shot Learning (5 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (1.4k citations), Computer Vision and Pattern Recognition (2.5k citations), Computational Mechanics (555 citations), Signal Processing (298 citations) and Media Technology (208 citations). Timo Aila has collaborated with scholars based in United Kingdom, Finland and United States. Frequent co-authors include Samuli Laine, Tero Karras, Jaakko Lehtinen, Jan Kautz, Miika Aittala, Stephen Tyree, Pavlo Molchanov, Frédo Durand, Arun Mallya and Xun Huang. Their work appears in journals such as ACM Transactions on Graphics, Computer Graphics Forum, IEEE Computer Graphics and Applications, Eurographics and Journal of Graphics Tools.
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.