Professorship Lehtinen J.

Organisational unit: Research group

Research outputs

  1. 2020
  2. Published

    Gradient-Domain Methods for Realistic Image Synthesis

    Kettunen, M., 2020, Aalto University. 118 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  3. 2019
  4. Published

    The Future of AI, a discussion: a podcast at an AI exhibition

    Särmäkari, N., Koch, J., Tenhunen, H. & Halmetoja, S., 26 Nov 2019

    Research output: Artistic and non-textual formExhibitionArt in coproductionpeer-review

  5. Accepted/In press

    Few-Shot Unsupervised Image-to-Image Translation

    Liu, M-Y., Huang, X., Mallya, A., Karras, T., Aila, T., Lehtinen, J. & Kautz, J., Oct 2019, (Accepted/In press) Proceedings of the International Conference on Computer Vision (ICCV2019).

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

  6. Published

    Quantifying the Error of Light Transport Algorithms

    Celarek, A., Jakob, W., Wimmer, M. & Lehtinen, J., 1 Jul 2019, In : Computer Graphics Forum. 38, 4, p. 111-121 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    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

  8. Published

    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 journalArticleScientificpeer-review

  9. Published

    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

  10. Published

    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

  11. Published

    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

  12. 2018
  13. Published

    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 proceedingConference contributionScientificpeer-review

  14. Published

    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 journalArticleScientificpeer-review

  15. Published

    Progressive Growing of GANs for Improved Quality, Stability, and Variation

    Karras, T., Aila, T., Laine, S. & Lehtinen, J., 2018, Proceedings of International Conference on Learning Representations (ICLR) 2018. 26 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  16. 2017
  17. Published

    Real-time Global Illumination by Precomputed Local Reconstruction from Sparse Radiance Probes

    Silvennoinen, A. & Lehtinen, J., Nov 2017, In : ACM Transactions on Graphics. 36, 6, p. 1-13 230.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Aether: An Embedded Domain Specific Sampling Language for Monte Carlo Rendering

    Anderson, L., Li, T-M., Lehtinen, J. & Durand, F., Jul 2017, In : ACM Transactions on Graphics. 36, 4, p. 1-16 99.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion

    Karras, T., Aila, T., Laine, S., Herva, A. & Lehtinen, J., Jul 2017, In : ACM Transactions on Graphics. 36, 4, p. 1-12 94.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks

    Laine, S., Karras, T., Aila, T., Herva, A., Saito, S., Yu, R., Li, H. & Lehtinen, J., Jul 2017, SCA '17 Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation. ACM, 10 p. 10

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

  21. Published

    Wind reconstruction algorithm for Viking Lander 1

    Kynkäänniemi, T., Kemppinen, O., Harri, A. M. & Schmidt, W., 22 Jun 2017, In : Geoscientific Instrumentation, Methods and Data Systems. 6, 1, p. 217-229 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Sequential Monte Carlo Instant Radiosity

    Hedman, P., Karras, T. & Lehtinen, J., 2017, In : IEEE Transactions on Visualization and Computer Graphics. 23, 5, p. 1442-1453

    Research output: Contribution to journalArticleScientificpeer-review

  23. 2016
  24. Published

    Temporal gradient-domain path tracing

    Manzi, M., Kettunen, M., Durand, F., Zwicker, M. & Lehtinen, J., Nov 2016, In : ACM Transactions on Graphics. 35, 6, p. 1-9 246.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Whittle index approach to size-aware scheduling for time-varying channels with multiple states

    Aalto, S., Lassila, P. & Osti, P., Aug 2016, In : QUEUEING SYSTEMS. 83, 3, p. 195–225 31 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Energy-aware control of server farms

    Gebrehiwot, M. E., Aalto, S. & Lassila, P., 25 Jul 2016, 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings. IEEE, p. 748-753 6 p. 7522240

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

  27. Published

    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 journalArticleScientificpeer-review

  28. Published

    Sequential Monte Carlo Instant Radiosity

    Hedman, P., Karras, T. & Lehtinen, J., 27 Feb 2016, Proceedings - 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, I3D 2016. ACM, p. 121-128 8 p.

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

ID: 4319478