Research Output per year
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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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
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 proceeding › Conference contribution › Scientific › peer-review
Open Access
File
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 journal › Article › Scientific › peer-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 proceeding › Conference contribution › Scientific › peer-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 proceeding › Conference contribution › Scientific › peer-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 proceeding › Conference contribution › Scientific › peer-review
Open Access
Projects
- 1 Active
PIPE: Learning PixelPerfect 3D Vision and Generative Modeling
01/05/2020 → 30/04/2026
Project: EU: ERC grants
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 types › Public or invited talk
Massachusetts Institute of Technology
Jaakko Lehtinen (Visiting researcher)16 Mar 2018 → 25 Mar 2018
Activity: Visiting an external institution types › Visit abroad
Noise2noise: learning Image Reconstruction without Clean Data
Jaakko Lehtinen (Speaker)6 Dec 2018
Activity: Talk or presentation types › Public or invited talk
ACM Transactions on Graphics (Journal)
Jaakko Lehtinen (Reviewer)1 Jan 2018 → 31 Dec 2018
Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
Massachusetts Institute of Technology
Jaakko Lehtinen (Visiting researcher)15 Oct 2018 → 21 Oct 2018
Activity: Visiting an external institution types › Visit abroad
Press / Media
Generating Synthetic Data for Remote Sensing
28/04/2020
1 item of Media coverage
Press/Media: Media appearance
Twitteriin riitelemään ilmestyi Asko Leppänen, jota ei ole olemassa – hän on seurausta suomalaisen ryhmän tutkimuksesta, joka aiheutti sensaation
02/03/2020
1 item of Media coverage
Press/Media: Media appearance
NVIDIA proposes way of teaching robots depth perception, and how to turn 2D images into 3D models
11/12/2019
1 item of Media coverage
Press/Media: Media appearance