Jaakko Lehtinen
Department of Computer Science

Jaakko Lehtinen

Professor (Associate Professor)

Contact information

Postal address
Aalto SCI Computer Science Konemiehentie 2
Full researcher profile
https://research.aalto.fi/...

Description

I work in the exciting intersection of computer graphics, computer vision, machine learning, and artificial intelligence.

Areas of expertise

computer graphics physically-based image synthesis appearance capture realistic image synthesis

Honors and awards

Award or honor granted for academic career
Department of Computer Science
Jan 2014

ERC Starting Grant 2014, finalist AA ranking “fulfills all ERC conditions for excellence”

Award or honor granted for academic career
Department of Computer Science
Jan 2006

NVIDIA Graduate Fellowship Consisting of USD 25 000 in research funding, 2006-2007.

Award or honor granted for a specific work
Department of Computer Science
Jan 2013

Teacher of the Year, Aalto University Computer Science Degree Program, 2013

Award or honor granted for a specific work
Department of Computer Science
Jan 2012

Best class, Aalto University Computer Science Degree Program

Award or honor granted for a specific work
Department of Computer Science
Jan 2013

Best class, Aalto University Computer Science Degree Program

Award or honor granted for a specific work
Department of Computer Science
Jan 2014

Best class, Aalto University Computer Science Degree Program

Award or honor granted for a specific work
Department of Computer Science
Jan 2015

Best class, Aalto University Computer Science Degree Program

Award or honor granted for a specific work
Professorship Lehtinen J.
Nov 2017

Best PhD Thesis Award Tekniikan Akateemiset TEK annual PhD thesis award.

Award or honor granted for a specific work
Professorship Lehtinen J.
Sep 2017

Best PhD Thesis Annual Award Thesis award of Tietojenkäsittelytieteen tutkimussäätiö, given out by the Finnish Society for Computer Science.

Research groups

Professorship Lehtinen J., Professor (Associate Professor)
Helsinki Institute for Information Technology HIIT

Publications

Professorship Lehtinen J., Helsinki Institute for Information Technology HIIT, Department of Computer Science

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

Publishing year: 2019 ACM Transactions on Graphics
Professorship Lehtinen J., Department of Computer Science, Helsinki Institute for Information Technology HIIT

Deep Convolutional Reconstruction For Gradient-Domain Rendering

Publishing year: 2019 ACM Transactions on Graphics
Centre of Excellence Research on Solar Long-Term Variability and Effects, ReSoLVE, Department of Computer Science

Long-term spot monitoring of the young solar analogue V889 Herculis

Publishing year: 2019 Astronomy and Astrophysics
Professorship Lehtinen J., Department of Computer Science, Helsinki Institute for Information Technology HIIT

Noise2Noise

Publishing year: 2018 35th International Conference on Machine Learning, ICML 2018
Professorship Hämäläinen P., Department of Media, Department of Computer Science, School services, SCI, Professorship Lehtinen J., Helsinki Institute for Information Technology HIIT

PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation

Publishing year: 2018 CoRR
Professorship Lehtinen J., Department of Computer Science

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

Publishing year: 2018 Proceedings of International Conference on Learning Representations (ICLR) 2018
Professorship Lehtinen J., Department of Computer Science, Helsinki Institute for Information Technology HIIT

Differentiable Monte Carlo Ray Tracing Through Edge Sampling

Publishing year: 2018 ACM Transactions on Graphics
Professorship Lehtinen J., Department of Computer Science

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

Publishing year: 2017 ACM Transactions on Graphics
Professorship Lehtinen J., Department of Computer Science

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

Publishing year: 2017 ACM Transactions on Graphics
Professorship Lehtinen J., Department of Computer Science

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

Publishing year: 2017 ACM Transactions on Graphics