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Miika Aittala

20132019

Research output per year

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Personal profile

Education/Academic qualification

Doctor of Science (Technology)

Master of Science (Technology), Information Technology

Bachelor of Science (Technology), Information Technology

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Research Output

  • 7 Article
  • 2 Conference contribution
  • 1 Doctoral Thesis

Sample-based Monte Carlo Denoising using a Kernel-Splatting Network

Gharbi, M., Li, T-M., Aittala, M., Lehtinen, J. & Durand, F., Jul 2019, In : ACM Transactions on Graphics. 38, 4, 12 p., 125.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
70 Downloads (Pure)

Differentiable Monte Carlo Ray Tracing Through Edge Sampling

Li, T-M., Aittala, M., Durand, F. & Lehtinen, J., 2018, In : ACM Transactions on Graphics. 37, 6, p. 1-11 222.

Research output: Contribution to journal › Article › Scientific › peer-review

    • Noise2Noise: Learning image restoration without clean data

    Lehtinen, J., Munkberg, J., Hasselgren, J., Laine, S., Karras, T., Aittala, M. & Aila, T., 1 Jan 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). Vol. 7. p. 4620-4631 12 p. (Proceedings of Machine Learning Research; no. 80).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    • 34 Citations (Scopus)
    12 Downloads (Pure)

    Computational Methods for Capture and Reproduction of Photorealistic Surface Appearance

    Aittala, M., 2016, Aalto University. 201 p.

    Research output: Thesis › Doctoral Thesis › Collection of Articles

    Open Access

    • Reflectance modeling by neural texture synthesis

    Aittala, M., Aila, T. & Lehtinen, J., 11 Jul 2016, In : ACM Transactions on Graphics. 35, 4, p. 1-13 65.

    Research output: Contribution to journal › Article › Scientific › peer-review

    • 46 Citations (Scopus)

    Prizes

    Best PhD Thesis Annual Award

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

    Prize: Award or honor granted for a specific work

    • Best PhD Thesis Award

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

    Prize: Award or honor granted for a specific work

    Press / Media

    MIT CSAIL: Revealing hidden video from shadows

    Miika Aittala

    10/12/2019

    1 item of Media coverage

    Press/Media: Media appearance

    Google, Intel, MIT, and more: a NeurIPS conference AI research tour

    Miika Aittala

    07/12/2019

    1 item of Media coverage

    Press/Media: Media appearance

    USING COMPUTERS TO VIEW THE UNSEEN

    Miika Aittala

    06/12/2019 → 07/12/2019

    2 items of Media coverage

    Press/Media: Media appearance

    Using computers to view the unseen

    Miika Aittala

    06/12/2019

    2 items of Media coverage

    Press/Media: Media appearance

    Novel denoising method generates sharper photorealistic images faster

    Jaakko Lehtinen & Miika Aittala

    11/06/2019 → 20/08/2019

    2 items of Media coverage

    Press/Media: Media appearance