Jaakko Lehtinen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 55

Top Topics

Anisotropic Gaussian

Diffusion Models

Top Venues

ACM Trans. Graph.

Comput. Graph. Forum

Publications

Tero Karras, Miika Aittala, Tuomas Kynkäänniemi, Jaakko Lehtinen, Timo Aila, Samuli Laine
Guiding a Diffusion Model with a Bad Version of Itself. CoRR (2024)
Tuomas Kynkäänniemi, Miika Aittala, Tero Karras, Samuli Laine, Timo Aila, Jaakko Lehtinen
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models. CoRR (2024)
Dann Mensah, Nam Hee Kim, Miika Aittala, Samuli Laine, Jaakko Lehtinen
A Hybrid Generator Architecture for Controllable Face Synthesis. SIGGRAPH (Conference Paper Track) (2023)
Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen
The Role of ImageNet Classes in Fréchet Inception Distance. ICLR (2023)
Tero Karras, Miika Aittala, Jaakko Lehtinen, Janne Hellsten, Timo Aila, Samuli Laine
Analyzing and Improving the Training Dynamics of Diffusion Models. CoRR (2023)
Eloi Moliner, Jaakko Lehtinen, Vesa Välimäki
Solving Audio Inverse Problems with a Diffusion Model. ICASSP (2023)
Heikki Timonen, Miika Aittala, Jaakko Lehtinen
Invertible Hierarchical Generative Model for Images. Trans. Mach. Learn. Res. 2023 (2023)
Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen
The Role of ImageNet Classes in Fréchet Inception Distance. CoRR (2022)
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
Generating Long Videos of Dynamic Scenes. NeurIPS (2022)
Onni Kosomaa, Samuli Laine, Tero Karras, Miika Aittala, Jaakko Lehtinen
Projection-Domain Self-Supervision for Volumetric Helical CT Reconstruction. CoRR (2022)
Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen
Disentangling random and cyclic effects in time-lapse sequences. ACM Trans. Graph. 41 (4) (2022)
Eloi Moliner, Jaakko Lehtinen, Vesa Välimäki
Solving Audio Inverse Problems with a Diffusion Model. CoRR (2022)
Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen
Disentangling Random and Cyclic Effects in Time-Lapse Sequences. CoRR (2022)
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
Generating Long Videos of Dynamic Scenes. CoRR (2022)
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Alias-Free Generative Adversarial Networks. CoRR (2021)
Jon Hasselgren, Jacob Munkberg, Jaakko Lehtinen, Miika Aittala, Samuli Laine
Appearance-Driven Automatic 3D Model Simplification. CoRR (2021)
Jon Hasselgren, Jacob Munkberg, Jaakko Lehtinen, Miika Aittala, Samuli Laine
Appearance-Driven Automatic 3D Model Simplification. EGSR (DL) (2021)
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Alias-Free Generative Adversarial Networks. NeurIPS (2021)
Noshaba Cheema, Laura A. Frey-Law, Kourosh Naderi, Jaakko Lehtinen, Philipp Slusallek, Perttu Hämäläinen
Predicting Mid-Air Interaction Movements and Fatigue Using Deep Reinforcement Learning. CHI (2020)
Perttu Hämäläinen, Amin Babadi, Xiaoxiao Ma, Jaakko Lehtinen
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation. MLSP (2020)
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila
Training Generative Adversarial Networks with Limited Data. CoRR (2020)
Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, Sylvain Paris
GANSpace: Discovering Interpretable GAN Controls. CoRR (2020)
Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, Sylvain Paris
GANSpace: Discovering Interpretable GAN Controls. NeurIPS (2020)
Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, Timo Aila
Modular primitives for high-performance differentiable rendering. ACM Trans. Graph. 39 (6) (2020)
Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, Timo Aila
Modular Primitives for High-Performance Differentiable Rendering. CoRR (2020)
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila
Training Generative Adversarial Networks with Limited Data. NeurIPS (2020)
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Analyzing and Improving the Image Quality of StyleGAN. CVPR (2020)
Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer. CoRR (2019)
Samuli Laine, Tero Karras, Jaakko Lehtinen, Timo Aila
High-Quality Self-Supervised Deep Image Denoising. NeurIPS (2019)
Tuomas Kynkäänniemi, Tero Karras, Samuli Laine, Jaakko Lehtinen, Timo Aila
Improved Precision and Recall Metric for Assessing Generative Models. CoRR (2019)
Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
Few-Shot Unsupervised Image-to-Image Translation. CoRR (2019)
Markus Kettunen, Erik Härkönen, Jaakko Lehtinen
Deep convolutional reconstruction for gradient-domain rendering. ACM Trans. Graph. 38 (4) (2019)
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Analyzing and Improving the Image Quality of StyleGAN. CoRR (2019)
Wenzheng Chen, Huan Ling, Jun Gao, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer. NeurIPS (2019)
Tuomas Kynkäänniemi, Tero Karras, Samuli Laine, Jaakko Lehtinen, Timo Aila
Improved Precision and Recall Metric for Assessing Generative Models. NeurIPS (2019)
Michaël Gharbi, Tzu-Mao Li, Miika Aittala, Jaakko Lehtinen, Frédo Durand
Sample-based Monte Carlo denoising using a kernel-splatting network. ACM Trans. Graph. 38 (4) (2019)
Samuli Laine, Jaakko Lehtinen, Timo Aila
Self-Supervised Deep Image Denoising. CoRR (2019)
A. Celarek, Wenzel Jakob, Manuel Wimmer, Jaakko Lehtinen
Quantifying the Error of Light Transport Algorithms. Comput. Graph. Forum 38 (4) (2019)
Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
Few-Shot Unsupervised Image-to-Image Translation. ICCV (2019)
Markus Kettunen, Erik Härkönen, Jaakko Lehtinen
E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles. CoRR (2019)
Perttu Hämäläinen, Amin Babadi, Xiaoxiao Ma, Jaakko Lehtinen
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation. CoRR (2018)
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila
Noise2Noise: Learning Image Restoration without Clean Data. CoRR (2018)
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
Progressive Growing of GANs for Improved Quality, Stability, and Variation. ICLR (2018)
Tzu-Mao Li, Miika Aittala, Frédo Durand, Jaakko Lehtinen
Differentiable Monte Carlo ray tracing through edge sampling. ACM Trans. Graph. 37 (6) (2018)
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila
Noise2Noise: Learning Image Restoration without Clean Data. ICML (2018)
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Shunsuke Saito, Ronald Yu, Hao Li, Jaakko Lehtinen
Production-level facial performance capture using deep convolutional neural networks. Symposium on Computer Animation (2017)
Tero Karras, Timo Aila, Samuli Laine, Antti Herva, Jaakko Lehtinen
Audio-driven facial animation by joint end-to-end learning of pose and emotion. ACM Trans. Graph. 36 (4) (2017)
Ari Silvennoinen, Jaakko Lehtinen
Real-time global illumination by precomputed local reconstruction from sparse radiance probes. ACM Trans. Graph. 36 (6) (2017)
Peter Hedman, Tero Karras, Jaakko Lehtinen
Sequential Monte Carlo Instant Radiosity. IEEE Trans. Vis. Comput. Graph. 23 (5) (2017)
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
Progressive Growing of GANs for Improved Quality, Stability, and Variation. CoRR (2017)
Luke Anderson, Tzu-Mao Li, Jaakko Lehtinen, Frédo Durand
Aether: an embedded domain specific sampling language for Monte Carlo rendering. ACM Trans. Graph. 36 (4) (2017)
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Jaakko Lehtinen
Facial Performance Capture with Deep Neural Networks. CoRR (2016)
Marco Manzi, Markus Kettunen, Frédo Durand, Matthias Zwicker, Jaakko Lehtinen
Temporal gradient-domain path tracing. ACM Trans. Graph. 35 (6) (2016)
Miika Aittala, Timo Aila, Jaakko Lehtinen
Reflectance modeling by neural texture synthesis. ACM Trans. Graph. 35 (4) (2016)
Peter Hedman, Tero Karras, Jaakko Lehtinen
Sequential Monte Carlo instant radiosity. I3D (2016)
Tzu-Mao Li, Jaakko Lehtinen, Ravi Ramamoorthi, Wenzel Jakob, Frédo Durand
Anisotropic Gaussian mutations for metropolis light transport through Hessian-Hamiltonian dynamics. ACM Trans. Graph. 34 (6) (2015)
Marco Manzi, Markus Kettunen, Miika Aittala, Jaakko Lehtinen, Frédo Durand, Matthias Zwicker
Gradient-Domain Bidirectional Path Tracing. EGSR (EI&I) (2015)
Markus Kettunen, Marco Manzi, Miika Aittala, Jaakko Lehtinen, Frédo Durand, Matthias Zwicker
Gradient-domain path tracing. ACM Trans. Graph. 34 (4) (2015)
Matthias Zwicker, Wojciech Jarosz, Jaakko Lehtinen, Bochang Moon, Ravi Ramamoorthi, Fabrice Rousselle, Pradeep Sen, Cyril Soler, Sung-Eui Yoon
Recent Advances in Adaptive Sampling and Reconstruction for Monte Carlo Rendering. Comput. Graph. Forum 34 (2) (2015)
Miika Aittala, Tim Weyrich, Jaakko Lehtinen
Two-shot SVBRDF capture for stationary materials. ACM Trans. Graph. 34 (4) (2015)
Perttu Hämäläinen, Sebastian Eriksson, Esa Tanskanen, Ville Kyrki, Jaakko Lehtinen
Online motion synthesis using sequential Monte Carlo. ACM Trans. Graph. 33 (4) (2014)
Ari Silvennoinen, Hannu Saransaari, Samuli Laine, Jaakko Lehtinen
Occluder Simplification Using Planar Sections. Comput. Graph. Forum 33 (1) (2014)
Marco Manzi, Fabrice Rousselle, Markus Kettunen, Jaakko Lehtinen, Matthias Zwicker
Improved sampling for gradient-domain metropolis light transport. ACM Trans. Graph. 33 (6) (2014)
Jaakko Lehtinen, Tero Karras, Samuli Laine, Miika Aittala, Frédo Durand, Timo Aila
Gradient-domain metropolis light transport. ACM Trans. Graph. 32 (4) (2013)
Miika Aittala, Tim Weyrich, Jaakko Lehtinen
Practical SVBRDF capture in the frequency domain. ACM Trans. Graph. 32 (4) (2013)
Jaakko Lehtinen, Timo Aila, Samuli Laine, Frédo Durand
Reconstructing the indirect light field for global illumination. ACM Trans. Graph. 31 (4) (2012)
Jaakko Lehtinen, Timo Aila, Jiawen Chen, Samuli Laine, Frédo Durand
Temporal light field reconstruction for rendering distribution effects. ACM Trans. Graph. 30 (4) (2011)
Samuli Laine, Timo Aila, Tero Karras, Jaakko Lehtinen
Clipless dual-space bounds for faster stochastic rasterization. ACM Trans. Graph. 30 (4) (2011)
Jonathan Ragan-Kelley, Jaakko Lehtinen, Jiawen Chen, Michael C. Doggett, Frédo Durand
Decoupled sampling for graphics pipelines. ACM Trans. Graph. 30 (3) (2011)
Ilya Baran, Jiawen Chen, Jonathan Ragan-Kelley, Frédo Durand, Jaakko Lehtinen
A hierarchical volumetric shadow algorithm for single scattering. ACM Trans. Graph. 29 (6) (2010)
Ilya Baran, Jaakko Lehtinen, Jovan Popovic
Sketching Clothoid Splines Using Shortest Paths. Comput. Graph. Forum 29 (2) (2010)
Jaakko Lehtinen, Matthias Zwicker, Emmanuel Turquin, Janne Kontkanen, Frédo Durand, François X. Sillion, Timo Aila
A meshless hierarchical representation for light transport. ACM Trans. Graph. 27 (3) (2008)
Samuli Laine, Hannu Saransaari, Janne Kontkanen, Jaakko Lehtinen, Timo Aila
Incremental Instant Radiosity for Real-Time Indirect Illumination. Rendering Techniques (2007)
Jaakko Lehtinen
A framework for precomputed and captured light transport. ACM Trans. Graph. 26 (4) (2007)
Jaakko Lehtinen, Samuli Laine, Timo Aila
An Improved Physically-Based Soft Shadow Volume Algorithm. Comput. Graph. Forum 25 (3) (2006)
Samuli Laine, Timo Aila, Ulf Assarsson, Jaakko Lehtinen, Tomas Akenine-Möller
Soft shadow volumes for ray tracing. ACM Trans. Graph. 24 (3) (2005)
Jan Kautz, Peter-Pike Sloan, Jaakko Lehtinen
Precomputed radiance transfer: theory and practice. SIGGRAPH Courses (2005)
Jan Kautz, Jaakko Lehtinen, Timo Aila
Hemispherical Rasterization for Self-Shadowing of Dynamic Objects. Rendering Techniques (2004)
Jaakko Lehtinen, Jan Kautz
Matrix radiance transfer. SI3D (2003)