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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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
Dive into the research topics where Jaakko Lehtinen is active. These topic labels come from the works of this person. Together they form a unique 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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Disentangling random and cyclic effects in time-lapse sequences
Härkönen, E., Aittala, M., Kynkäänniemi, T., Laine, S., Aila, T. & Lehtinen, J., 22 Jul 2022, In: ACM Transactions on Graphics. 41, 4, 72.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Targeted land management strategies could halve peatland fire occurrences in Central Kalimantan, Indonesia
Horton, A. J., Lehtinen, J. & Kummu, M., 8 Sep 2022, In: Communications earth & environment. 3, 1, 11 p., 204.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
VRChem: A virtual reality molecular builder
Pietikäinen, O., Hämäläinen, P., Lehtinen, J. & Karttunen, A. J., 15 Nov 2021, In: Applied Sciences (Switzerland). 11, 22, p. 1-18 18 p., 10767.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)48 Downloads (Pure) -
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 AccessFile208 Citations (Scopus)208 Downloads (Pure)
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PIPE: Learning PixelPerfect 3D Vision and Generative Modeling
Lehtinen, J., Mensah, D., Kemppinen, P., Melekhov, I., Härkönen, E., Kozlukov, S. & Timonen, H.
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
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Pre-configured Mitsuba scenes for the paper Deep Convolutional Reconstruction for Gradient-Domain Rendering
Kettunen, M. (Creator), Härkönen, E. (Creator) & Lehtinen, J. (Creator), 2019
Dataset
Prizes
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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 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), 2012
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: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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PhD Thesis Committee member for Lukas Murmann at MIT
Jaakko Lehtinen (Examiner)
2 May 2021 → 6 May 2021Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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PhD thesis committee of Dr. Julien Philip
Jaakko Lehtinen (Examiner)
25 Sep 2020Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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Massachusetts Institute of Technology
Jaakko Lehtinen (Visiting researcher)
16 Mar 2018 → 25 Mar 2018Activity: Visiting an external institution types › Visiting an external academic institution
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Noise2noise: learning Image Reconstruction without Clean Data
Jaakko Lehtinen (Speaker)
5 Dec 2018Activity: Talk or presentation types › Invited academic talk
Press / Media
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Suomalaistutkija kertoo, miten tekoäly luo kuvia – ”opetettu internetistä kerätyillä pareilla, joissa on kuva ja kuvateksti”
17/11/2022
1 item of Media coverage
Press/Media: Media appearance
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Pyysimme tekoälyä tekemään meille taidetta autoista, ja se ylitti villeimmätkin kuvitelmamme!
12/10/2022
1 item of Media coverage
Press/Media: Media appearance
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Kone luo uutta tyhjästä: näin toimii generatiivinen tekoäly
05/10/2022
1 Media contribution
Press/Media: Media appearance
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Uuno Turhapuro kirjoittamassa USA:n itsenäisyysjulistusta ja avokado-nojatuoli – asiantuntija pitää DALL·E -tekoälyä merkkipaaluna
15/07/2022
1 item of Media coverage
Press/Media: Media appearance
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Mitä ovat deep fake -videot, joista Supo varoitti suomalaisia? ”Jos videon laatu on kehno, hälytyskellojen pitäisi soida”, sanoo professori
30/03/2022
1 item of Media coverage
Press/Media: Media appearance