Jaakko Lehtinen

Jaakko Lehtinen

Associate Professor
Associate Professor
T313 Dept. Computer Science

Department of Computer Science

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

My homepage https://users.aalto.fi/~lehtinj7/

Aalto researcher profile https://research.aalto.fi/en/persons/jaakko-lehtinen
Aalto people https://www.aalto.fi/en/people/jaakko-lehtinen

Full researcher profile
https://research.aalto.fi/...

Contact information

Phone number
+358504700036

Areas of expertise

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

Publications

Generating Long Videos of Dynamic Scenes

Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei Efros, Tero Karras 2022 Advances in Neural Information Processing Systems 35

Targeted land management strategies could halve peatland fire occurrences in Central Kalimantan, Indonesia

Alexander J. Horton, Jaakko Lehtinen, Matti Kummu 2022 Communications earth & environment

Disentangling random and cyclic effects in time-lapse sequences

Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen 2022 ACM Transactions on Graphics

Alias-Free Generative Adversarial Networks

Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila 2021 Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021

VRChem: A virtual reality molecular builder

Otso Pietikäinen, Perttu Hämäläinen, Jaakko Lehtinen, Antti J. Karttunen 2021 Applied Sciences (Switzerland)

Predicting Mid-Air Interaction Movements and Fatigue Using Deep Reinforcement Learning

Noshaba Cheema, Laura A. Frey-Law, Kourosh Naderi, Jaakko Lehtinen, Philipp Slusallek, Perttu Hämäläinen 2020 Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation

Perttu Hämäläinen, Amin Babadi, Xiaoxiao Ma, Jaakko Lehtinen 2020 Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020

GANSpace: Discovering Interpretable GAN controls

Erik Härkönen, Aaron Hertzman, Jaakko Lehtinen, Sylvain Paris 2020 Thirty-fourth Conference on Neural Information Processing Systems

Analyzing and Improving the Image Quality of StyleGAN

T. Karras, Samuli Laine, M. Aittala, J. Hellsten, J. Lehtinen, T. Aila 2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Training Generative Adversarial Networks with Limited Data

Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila 2020 Thirty-fourth Conference on Neural Information Processing Systems