Research Output

  • 13 Article
  • 9 Conference contribution
  • 1 Exhibition
  • 1 Doctoral Thesis
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Conference contribution
Conference contribution

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

1 Citation (Scopus)

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
7 Citations (Scopus)
26 Downloads (Pure)

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

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

Open Access
File
38 Citations (Scopus)
13 Downloads (Pure)

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

20 Citations (Scopus)

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

Open Access

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

12 Citations (Scopus)