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/...
Areas of expertise
computer graphics, physically-based image synthesis, appearance capture, realistic image synthesis
Publications
A Hybrid Generator Architecture for Controllable Face Synthesis
Dann Mensah, Nam Hee Kim, Miika Aittala, Samuli Laine, Jaakko Lehtinen
2023
Proceedings - SIGGRAPH 2023 Conference Papers
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 (NeurIPS 2022)
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