Timo Aila

80 papers A* 15A 1Journal 45Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models.
CoRR
David McAllister, Miika Aittala, Tero Karras, Janne Hellsten, Angjoo Kanazawa, Timo Aila, Samuli Laine
2024 A* conf
Analyzing and Improving the Training Dynamics of Diffusion Models.
CVPR
Tero Karras, Miika Aittala, Jaakko Lehtinen, Janne Hellsten, Timo Aila, Samuli Laine
2024 A* conf
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models.
NeurIPS
Tuomas Kynkäänniemi, Miika Aittala, Tero Karras, Samuli Laine, Timo Aila, Jaakko Lehtinen
2024 J jnl
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models.
CoRR
Tuomas Kynkäänniemi, Miika Aittala, Tero Karras, Samuli Laine, Timo Aila, Jaakko Lehtinen
2024 A* conf
Guiding a Diffusion Model with a Bad Version of Itself.
NeurIPS
Tero Karras, Miika Aittala, Tuomas Kynkäänniemi, Jaakko Lehtinen, Timo Aila, Samuli Laine
2024 J jnl
Guiding a Diffusion Model with a Bad Version of Itself.
CoRR
Tero Karras, Miika Aittala, Tuomas Kynkäänniemi, Jaakko Lehtinen, Timo Aila, Samuli Laine
2023 J jnl
Analyzing and Improving the Training Dynamics of Diffusion Models.
CoRR
Tero Karras, Miika Aittala, Jaakko Lehtinen, Janne Hellsten, Timo Aila, Samuli Laine
2023 A* conf
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis.
ICML
Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila
2023 J jnl
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis.
CoRR
Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila
2023 A* conf
The Role of ImageNet Classes in Fréchet Inception Distance.
ICLR
Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen
2022 J jnl
Disentangling Random and Cyclic Effects in Time-Lapse Sequences.
CoRR
Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen
2022 J jnl
Disentangling random and cyclic effects in time-lapse sequences.
ACM Trans. Graph.
Erik Härkönen, Miika Aittala, Tuomas Kynkäänniemi, Samuli Laine, Timo Aila, Jaakko Lehtinen
2022 A* conf
Elucidating the Design Space of Diffusion-Based Generative Models.
NeurIPS
Tero Karras, Miika Aittala, Timo Aila, Samuli Laine
2022 J jnl
Elucidating the Design Space of Diffusion-Based Generative Models.
CoRR
Tero Karras, Miika Aittala, Timo Aila, Samuli Laine
2022 A* conf
Generating Long Videos of Dynamic Scenes.
NeurIPS
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
2022 J jnl
Generating Long Videos of Dynamic Scenes.
CoRR
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
2022 J jnl
The Role of ImageNet Classes in Fréchet Inception Distance.
CoRR
Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen
2022 J jnl
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.
CoRR
Yogesh Balaji, Seungjun Nah, Xun Huang, Arash Vahdat, Jiaming Song, Karsten Kreis, Miika Aittala, Timo Aila, Samuli Laine, Bryan Catanzaro, Tero Karras, Ming-Yu Liu
2021 J jnl
A Style-Based Generator Architecture for Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Tero Karras, Samuli Laine, Timo Aila
2021 A* conf
Alias-Free Generative Adversarial Networks.
NeurIPS
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila
2021 J jnl
Alias-Free Generative Adversarial Networks.
CoRR
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila
2020 A* conf
Analyzing and Improving the Image Quality of StyleGAN.
CVPR
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila
2020 J jnl
Modular Primitives for High-Performance Differentiable Rendering.
CoRR
Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, Timo Aila
2020 J jnl
Modular primitives for high-performance differentiable rendering.
ACM Trans. Graph.
Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, Timo Aila
2020 A conf
Semi-supervised semantic segmentation needs strong, varied perturbations.
BMVC
Geoffrey French, Samuli Laine, Timo Aila, Michal Mackiewicz, Graham D. Finlayson
2020 A* conf
Training Generative Adversarial Networks with Limited Data.
NeurIPS
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila
2020 J jnl
Training Generative Adversarial Networks with Limited Data.
CoRR
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila
2019 A* conf
A Style-Based Generator Architecture for Generative Adversarial Networks.
CVPR
Tero Karras, Samuli Laine, Timo Aila
2019 J jnl
Analyzing and Improving the Image Quality of StyleGAN.
CoRR
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila
2019 J jnl
Consistency regularization and CutMix for semi-supervised semantic segmentation.
CoRR
Geoffrey French, Timo Aila, Samuli Laine, Michal Mackiewicz, Graham D. Finlayson
2019 A* conf
Few-Shot Unsupervised Image-to-Image Translation.
ICCV
Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
2019 J jnl
Few-Shot Unsupervised Image-to-Image Translation.
CoRR
Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
2019 A* conf
High-Quality Self-Supervised Deep Image Denoising.
NeurIPS
Samuli Laine, Tero Karras, Jaakko Lehtinen, Timo Aila
2019 A* conf
Improved Precision and Recall Metric for Assessing Generative Models.
NeurIPS
Tuomas Kynkäänniemi, Tero Karras, Samuli Laine, Jaakko Lehtinen, Timo Aila
2019 J jnl
Improved Precision and Recall Metric for Assessing Generative Models.
CoRR
Tuomas Kynkäänniemi, Tero Karras, Samuli Laine, Jaakko Lehtinen, Timo Aila
2019 J jnl
Self-Supervised Deep Image Denoising.
CoRR
Samuli Laine, Jaakko Lehtinen, Timo Aila
2018 J jnl
A Style-Based Generator Architecture for Generative Adversarial Networks.
CoRR
Tero Karras, Samuli Laine, Timo Aila
2018 A* conf
Noise2Noise: Learning Image Restoration without Clean Data.
ICML
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila
2018 J jnl
Noise2Noise: Learning Image Restoration without Clean Data.
CoRR
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila
2018 — conf
Progressive Growing of GANs for Improved Quality, Stability, and Variation.
ICLR
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
2017 J jnl
Audio-driven facial animation by joint end-to-end learning of pose and emotion.
ACM Trans. Graph.
Tero Karras, Timo Aila, Samuli Laine, Antti Herva, Jaakko Lehtinen
2017 J jnl
Interactive reconstruction of Monte Carlo image sequences using a recurrent denoising autoencoder.
ACM Trans. Graph.
Chakravarty R. Alla Chaitanya, Anton S. Kaplanyan, Christoph Schied, Marco Salvi, Aaron E. Lefohn, Derek Nowrouzezahrai, Timo Aila
2017 — conf
Production-level facial performance capture using deep convolutional neural networks.
Symposium on Computer Animation
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Shunsuke Saito, Ronald Yu, Hao Li, Jaakko Lehtinen
2017 J jnl
Progressive Growing of GANs for Improved Quality, Stability, and Variation.
CoRR
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
2017 — conf
Pruning Convolutional Neural Networks for Resource Efficient Inference.
ICLR (Poster)
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
2017 — conf
Reconstructing Intensity Images from Binary Spatial Gradient Cameras.
CVPR Workshops
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz
2017 — conf
Temporal Ensembling for Semi-Supervised Learning.
ICLR (Poster)
Samuli Laine, Timo Aila
2016 J jnl
Facial Performance Capture with Deep Neural Networks.
CoRR
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Jaakko Lehtinen
2016 J jnl
Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning.
CoRR
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
2016 J jnl
Reflectance modeling by neural texture synthesis.
ACM Trans. Graph.
Miika Aittala, Timo Aila, Jaakko Lehtinen
2016 J jnl
Temporal Ensembling for Semi-Supervised Learning.
CoRR
Samuli Laine, Timo Aila
2013 — conf
Fast Parallel Construction of High-Quality Bounding Volume Hierarchies.
High Performance Graphics
Tero Karras, Timo Aila
2013 J jnl
Gradient-domain metropolis light transport.
ACM Trans. Graph.
Jaakko Lehtinen, Tero Karras, Samuli Laine, Miika Aittala, Frédo Durand, Timo Aila
2013 — conf
Megakernels Considered Harmful: Wavefront Path Tracing on GPUs.
High Performance Graphics
Samuli Laine, Tero Karras, Timo Aila
2013 — conf
On Quality Metrics of Bounding Volume Hierarchies.
High Performance Graphics
Timo Aila, Tero Karras, Samuli Laine
2013 — conf
Ray tracing is the future and ever will be...
SIGGRAPH Courses
Alexander Keller, Tero Karras, Ingo Wald, Timo Aila, Samuli Laine, Jacco Bikker, Christiaan P. Gribble, Won-Jong Lee, James McCombe
2012 J jnl
Reconstructing the indirect light field for global illumination.
ACM Trans. Graph.
Jaakko Lehtinen, Timo Aila, Samuli Laine, Frédo Durand
2011 — conf
A local image reconstruction algorithm for stochastic rendering.
SI3D
Peter Shirley, Timo Aila, Jonathan Cohen, Eric Enderton, Samuli Laine, David P. Luebke, Morgan McGuire
2011 J jnl
Clipless dual-space bounds for faster stochastic rasterization.
ACM Trans. Graph.
Samuli Laine, Timo Aila, Tero Karras, Jaakko Lehtinen
2011 J jnl
Temporal light field reconstruction for rendering distribution effects.
ACM Trans. Graph.
Jaakko Lehtinen, Timo Aila, Jiawen Chen, Samuli Laine, Frédo Durand
2010 — conf
Architecture considerations for tracing incoherent rays.
High Performance Graphics
Timo Aila, Tero Karras
2010 J jnl
PantaRay: fast ray-traced occlusion caching of massive scenes.
ACM Trans. Graph.
Jacopo Pantaleoni, Luca Fascione, Martin Hill, Timo Aila
2009 — conf
Understanding the efficiency of ray traversal on GPUs.
High Performance Graphics
Timo Aila, Samuli Laine
2008 J jnl
A meshless hierarchical representation for light transport.
ACM Trans. Graph.
Jaakko Lehtinen, Matthias Zwicker, Emmanuel Turquin, Janne Kontkanen, Frédo Durand, François X. Sillion, Timo Aila
2007 J jnl
A hardware architecture for surface splatting.
ACM Trans. Graph.
Tim Weyrich, Simon Heinzle, Timo Aila, Daniel Bernhard Fasnacht, Stephan Oetiker, Mario Botsch, Cyril Flaig, Simon Mall, Kaspar Rohrer, Norbert Felber, Hubert Kaeslin, Markus H. Gross
2007 — conf
Incremental Instant Radiosity for Real-Time Indirect Illumination.
Rendering Techniques
Samuli Laine, Hannu Saransaari, Janne Kontkanen, Jaakko Lehtinen, Timo Aila
2007 — ed.
Proceedings of the ACM SIGGRAPH/EUROGRAPHICS Conference on Graphics Hardware 2007, San Diego, California, USA, August 4-5, 2007
Graphics Hardware
Mark Segal, Timo Aila
2006 J jnl
A Weighted Error Metric and Optimization Method for Antialiasing Patterns.
Comput. Graph. Forum
Samuli Laine, Timo Aila
2006 — conf
Ambient Occlusion for Animated Characters.
Rendering Techniques
Janne Kontkanen, Timo Aila
2006 J jnl
An Improved Physically-Based Soft Shadow Volume Algorithm.
Comput. Graph. Forum
Jaakko Lehtinen, Samuli Laine, Timo Aila
2005 J jnl
Conservative and Tiled Rasterization Using a Modified Triangle Set-Up.
J. Graph. Tools
Tomas Akenine-Möller, Timo Aila
2005 — —
Efficient algorithms for occlusion culling and shadows.
Timo Aila
2005 J jnl
Hierarchical Penumbra Casting.
Comput. Graph. Forum
Samuli Laine, Timo Aila
2005 J jnl
Soft shadow volumes for ray tracing.
ACM Trans. Graph.
Samuli Laine, Timo Aila, Ulf Assarsson, Jaakko Lehtinen, Tomas Akenine-Möller
2004 — conf
A hierarchical shadow volume algorithm.
Graphics Hardware
Timo Aila, Tomas Akenine-Möller
2004 — conf
Alias-Free Shadow Maps.
Rendering Techniques
Timo Aila, Samuli Laine
2004 — conf
Hemispherical Rasterization for Self-Shadowing of Dynamic Objects.
Rendering Techniques
Jan Kautz, Jaakko Lehtinen, Timo Aila
2004 J jnl
dPVS: An Occlusion Culling System for Massive Dynamic Environments.
IEEE Computer Graphics and Applications
Timo Aila, Ville Miettinen
2003 J jnl
Delay streams for graphics hardware.
ACM Trans. Graph.
Timo Aila, Ville Miettinen, Petri Nordlund
2003 J jnl
Optimized Shadow Mapping Using the Stencil Buffer.
J. Graphics, GPU, & Game Tools
Jukka Arvo, Timo Aila