Jaakko Lehtinen

  • Aalto SCI Computer Science Konemiehentie 2

20032020

Research output per year

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Personal profile

Artistic and research interests

I work in the exciting intersection of computer graphics, computer vision, machine learning, and artificial intelligence.

Education/Academic qualification

Doctor of Science (Technology), Information Technology

Master of Science (Technology), Information Technology

Keywords

  • computer graphics
  • physically-based image synthesis
  • appearance capture
  • realistic image synthesis

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Research Output

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, (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
  • 4 Citations (Scopus)
    16 Downloads (Pure)

    Deep Convolutional Reconstruction For Gradient-Domain Rendering

    Kettunen, M., Harkonen, E. & Lehtinen, J., Jul 2019, In : ACM Transactions on Graphics. 38, 4, 12 p., 126.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access

    High-Quality Self-Supervised Deep Image Denoising

    Laine, S., Karras, T., Lehtinen, J. & Aila, T., 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access

    Improved Precision and Recall Metric for Assessing Generative Models

    Kynkäänniemi, T., Karras, T., Laine, S., Lehtinen, J. & Aila, T., 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access

    Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer

    Chen, W., Gao, J., Ling, H., Smith, E., Lehtinen, J., Jacobson, A. & Fidler, S., 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access

    Projects

    Prizes

    Best class, Aalto University Computer Science Degree Program

    Jaakko Lehtinen (Recipient), 2014

    Prize: Award or honor granted for a specific work

    Best class, Aalto University Computer Science Degree Program

    Jaakko Lehtinen (Recipient), 2015

    Prize: Award or honor granted for a specific work

    Best class, Aalto University Computer Science Degree Program

    Jaakko Lehtinen (Recipient), 2012

    Prize: Award or honor granted for a specific work

    Best class, Aalto University Computer Science Degree Program

    Jaakko Lehtinen (Recipient), 2013

    Prize: Award or honor granted for a specific work

    Best PhD Thesis Annual Award

    Miika Aittala (Recipient) & Jaakko Lehtinen (Supervisor), Sep 2017

    Prize: Award or honor granted for a specific work

  • Activities

    Noise2noise: learning Image Reconstruction without Clean Data

    Jaakko Lehtinen (Speaker)
    5 Dec 2018

    Activity: Talk or presentation typesPublic or invited talk

    Massachusetts Institute of Technology

    Jaakko Lehtinen (Visiting researcher)
    16 Mar 201825 Mar 2018

    Activity: Visiting an external institution typesVisit abroad

    Noise2noise: learning Image Reconstruction without Clean Data

    Jaakko Lehtinen (Speaker)
    6 Dec 2018

    Activity: Talk or presentation typesPublic or invited talk

    ACM Transactions on Graphics (Journal)

    Jaakko Lehtinen (Reviewer)
    1 Jan 201831 Dec 2018

    Activity: Publication peer-review and editorial work typesReviewer of scientific journal

    Massachusetts Institute of Technology

    Jaakko Lehtinen (Visiting researcher)
    15 Oct 201821 Oct 2018

    Activity: Visiting an external institution typesVisit abroad

    Press / Media

    Generating Synthetic Data for Remote Sensing

    Jaakko Lehtinen

    28/04/2020

    1 item of Media coverage

    Press/Media: Media appearance

    The daily brief: 12 December 2019

    Jaakko Lehtinen & Jan Deska

    12/12/2019

    1 item of Media coverage

    Press/Media: Media appearance

    The daily brief: 12 December 2019

    Jaakko Lehtinen & Jan Deska

    12/12/2019

    1 item of Media coverage

    Press/Media: Media appearance