Research Output

  • 13 Article
  • 9 Conference contribution
  • 1 Exhibition
  • 1 Doctoral Thesis
2020

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
5 Citations (Scopus)
23 Downloads (Pure)

Gradient-Domain Methods for Realistic Image Synthesis

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

Research output: ThesisDoctoral ThesisCollection of Articles

2019

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

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

2 Citations (Scopus)

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

Open Access
File
70 Downloads (Pure)

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

2018

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

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
34 Citations (Scopus)
13 Downloads (Pure)

PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation

Hämäläinen, P., Babadi, A., Ma, X. & Lehtinen, J., 2018, (In preparation) In : CoRR. abs/1810.02541

Research output: Contribution to journalArticleScientificpeer-review

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
2017

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

4 Citations (Scopus)

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

54 Citations (Scopus)

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

18 Citations (Scopus)

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

8 Citations (Scopus)

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

1 Citation (Scopus)

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

Open Access
File
1 Citation (Scopus)
154 Downloads (Pure)
2016

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)

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

46 Citations (Scopus)

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)

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

Open Access
File
9 Citations (Scopus)
108 Downloads (Pure)

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

9 Citations (Scopus)