Research output per year
Research output per year
Personal profile
Artistic and research interests
Department of Computer Science
I work in the exciting intersection of computer graphics, computer vision, machine learning, and artificial intelligence.
My homepage https://users.aalto.fi/~lehtinj7/
Aalto researcher profile https://research.aalto.fi/en/persons/jaakko-lehtinen
Aalto people https://www.aalto.fi/en/people/jaakko-lehtinen
Education/Academic qualification
Doctoral degree, Engineering and Technology, Helsinki University of Technology
Award Date: 24 Sep 2007
Master's degree, Engineering and Technology, Helsinki University of Technology
Award Date: 11 Oct 2004
Keywords
- computer graphics
- physically-based image synthesis
- appearance capture
- realistic image synthesis
Fingerprint
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Analyzing and Improving the Image Quality of StyleGAN: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Karras, T., Laine, S., Aittala, M., Hellsten, J., Lehtinen, J. & Aila, T., 2020, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 8107-8116 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Few-Shot Unsupervised Image-to-Image Translation
Liu, M-Y., Huang, X., Mallya, A., Karras, T., Aila, T., Lehtinen, J. & Kautz, J., Feb 2020, Proceedings of the International Conference on Computer Vision (ICCV2019). IEEE, p. 10550-10559 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile78 Citations (Scopus)121 Downloads (Pure) -
GANSpace: Discovering Interpretable GAN controls
Härkönen, E., Hertzman, A., Lehtinen, J. & Paris, S., 2020, Thirty-fourth Conference on Neural Information Processing Systems. 10 p. (Advances in neural information processing systems; vol. 33).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Modular primitives for high-performance differentiable rendering
Laine, S., Hellsten, J., Karras, T., Seol, Y., Lehtinen, J. & Aila, T., Dec 2020, In: ACM Transactions on Graphics. 39, 6, 14 p., 194.Research output: Contribution to journal › Article › Scientific › peer-review
7 Citations (Scopus) -
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation
Hämäläinen, P., Babadi, A., Ma, X. & Lehtinen, J., Sep 2020, Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020. IEEE, 6 p. 9231618Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)108 Downloads (Pure)
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PIPE: Learning PixelPerfect 3D Vision and Generative Modeling
Lehtinen, J., Kemppinen, P., Timonen, H., Härkönen, E., Mensah, D., Kozlukov, S. & Melekhov, I.
01/05/2020 → 31/08/2025
Project: EU: ERC grants
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Robust Unbiased Image Synthesis
Lehtinen, J., Silvennoinen, A., Aittala, M. & Kettunen, M.
01/09/2014 → 31/08/2018
Project: Academy of Finland: Other research funding
Datasets
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Pre-rendered training and testing dataset for the paper Deep Convolutional Reconstruction for Gradient-Domain Rendering
Kettunen, M. (Creator), Härkönen, E. (Creator) & Lehtinen, J. (Creator), 20 Dec 2019
Dataset
Prizes
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Best class, Aalto University Computer Science Degree Program
Lehtinen, Jaakko (Recipient), 2012
Prize: Award or honor granted for a specific work
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Best class, Aalto University Computer Science Degree Program
Lehtinen, Jaakko (Recipient), 2013
Prize: Award or honor granted for a specific work
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Best class, Aalto University Computer Science Degree Program
Lehtinen, Jaakko (Recipient), 2015
Prize: Award or honor granted for a specific work
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Best class, Aalto University Computer Science Degree Program
Lehtinen, Jaakko (Recipient), 2014
Prize: Award or honor granted for a specific work
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Best MSc Thesis Award
Kynkäänniemi, Tuomas (Recipient) & Lehtinen, Jaakko (Supervising professor), Sep 2020
Prize: Award or honor granted for a specific work
File
Activities
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PhD Thesis Committee Member for Taesung Park at UC Berkeley
Jaakko Lehtinen (Examiner)
14 Apr 2021 → 13 May 2021Activity: Examination types › Pre-examination of dissertation or acting as opponent to doctoral students
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PhD Thesis Committee member for Lukas Murmann at MIT
Jaakko Lehtinen (Examiner)
2 May 2021 → 6 May 2021Activity: Examination types › Pre-examination of dissertation or acting as opponent to doctoral students
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PhD thesis committee of Dr. Julien Philip
Jaakko Lehtinen (Examiner)
25 Sep 2020Activity: Examination types › Pre-examination of dissertation or acting as opponent to doctoral students
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Noise2noise: learning Image Reconstruction without Clean Data
Jaakko Lehtinen (Speaker)
6 Dec 2018Activity: Talk or presentation types › Public or invited talk
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IEEE Transactions on Visualization and Computer Graphics (Journal)
Jaakko Lehtinen (Reviewer)
1 Jan 2018 → 31 Dec 2018Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
Press / Media
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Kahvit näppikselle: Onko kaikki maailman kuvat jo otettu?
24/04/2021
1 item of Media coverage
Press/Media: Media appearance
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AI technique captures complexity of human faces to help create realistic photo edits
22/03/2021
1 item of Media coverage
Press/Media: Media appearance
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Guide to GANSpace: Discovering Interpretable GAN Control
11/02/2021
1 item of Media coverage
Press/Media: Media appearance
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US Patent Issued to NVIDIA on Dec. 15 for "Block-based lossless compression of geometric data" (Finnish, German Inventors)
16/12/2020
1 item of Media coverage
Press/Media: Media appearance
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Training GANs with Limited Data
28/10/2020 → 29/10/2020
4 items of Media coverage
Press/Media: Media appearance