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
- Face recognition and analysis
- Image Enhancement Techniques
- Image and Signal Denoising Methods
Papers in
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- Computer Graphics and Visualization Techniques 38
- Computational Geometry and Mesh Generation 6
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- Advanced Vision and Imaging 27
- Advanced Image Processing Techniques 10
- Generative Adversarial Networks and Image Synthesis 7
- Image Enhancement Techniques 4
- Advanced Neural Network Applications 4
- Co-authors
- Samuli Laine (33 shared papers)Tero Karras (23 shared papers)Jaakko Lehtinen (28 shared papers)Miika Aittala (12 shared papers)Jan Kautz (4 shared papers)Frédo Durand (7 shared papers)Xun Cheng Huang (1 shared paper)Ming-Yu Liu (1 shared paper)
- Journals
- ACM Transactions on Graphics (15 papers)Computer Graphics Forum (3 papers)IEEE Computer Graphics and Applications (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Aaltodoc (Aalto University) (3 papers)
- Partner nations
- United KingdomUnited StatesFinland
In The Last Decade
Timo Aila
56 papers receiving 3.5k citations
Timo Aila's Hit Papers
Peers
Comparison fields: 5 of 117
- Computer Graphics and Computer-Aided Design 1.5k
- Computer Vision and Pattern Recognition 2.8k
- Signal Processing 350
- Computational Mechanics 606
- Media Technology 237
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 56 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 | 416 |
| 2 | A Style-Based Generator Architecture for Generative Adversarial Networks Hit paper breakdown → | 2019 | 367 |
| 3 | 2009 | 323 | |
| 4 | Audio-driven facial animation by joint end-to-end learning of pose and emotion Hit paper breakdown → | 2017 | 315 |
| 5 | Noise2Noise: Learning image restoration without clean data | 2018 | 264 |
| 6 | 2017 | 226 | |
| 7 | Pruning Convolutional Neural Networks for Resource Efficient Inference | 2016 | 139 |
| 8 | 2016 | 125 | |
| 9 | 2013 | 106 | |
| 10 | 2020 | 91 | |
| 11 | 2013 | 73 | |
| 12 | 2011 | 73 | |
| 13 | 2011 | 72 | |
| 14 | 2017 | 72 | |
| 15 | 2013 | 65 | |
| 16 | 2010 | 60 | |
| 17 | 2004 | 59 | |
| 18 | Training Generative Adversarial Networks with Limited Data | 2020 | 56 |
| 19 | 2008 | 55 | |
| 20 | 2020 | 52 |
About Timo Aila
Timo Aila is a scholar working on Computer Graphics and Computer-Aided Design, Computer Vision and Pattern Recognition, Computational Mechanics, Media Technology and Signal Processing, having authored 56 papers that have together received 3.7k indexed citations. Recurring topics across this work include Computer Graphics and Visualization Techniques (38 papers), Advanced Vision and Imaging (27 papers), 3D Shape Modeling and Analysis (14 papers), Advanced Image Processing Techniques (10 papers), Generative Adversarial Networks and Image Synthesis (7 papers), Computational Geometry and Mesh Generation (6 papers), Image Enhancement Techniques (4 papers) and Advanced Neural Network Applications (4 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (1.5k citations), Computer Vision and Pattern Recognition (2.8k citations), Signal Processing (350 citations), Computational Mechanics (606 citations) and Media Technology (237 citations). Timo Aila has collaborated with scholars based in United Kingdom, United States and Finland. Frequent co-authors include Samuli Laine, Tero Karras, Jaakko Lehtinen, Miika Aittala, Jan Kautz, Frédo Durand, Xun Cheng Huang, Ming-Yu Liu, Arun Mallya and Jacob Munkberg. Their work appears in journals such as ACM Transactions on Graphics, Computer Graphics Forum, IEEE Computer Graphics and Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence and Aaltodoc (Aalto University).
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.