Timo Aila

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 47

Top Venues

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

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)
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)
Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis. ICML (2023)
Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis. CoRR (2023)
Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen
The Role of ImageNet Classes in Fréchet Inception Distance. CoRR (2022)
Tero Karras, Miika Aittala, Timo Aila, Samuli Laine
Elucidating the Design Space of Diffusion-Based Generative Models. 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)
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)
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
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers. CoRR (2022)
Tero Karras, Miika Aittala, Timo Aila, Samuli Laine
Elucidating the Design Space of Diffusion-Based Generative Models. NeurIPS (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)
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Alias-Free Generative Adversarial Networks. NeurIPS (2021)
Tero Karras, Samuli Laine, Timo Aila
A Style-Based Generator Architecture for Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Geoffrey French, Samuli Laine, Timo Aila, Michal Mackiewicz, Graham D. Finlayson
Semi-supervised semantic segmentation needs strong, varied perturbations. BMVC (2020)
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila
Training Generative Adversarial Networks with Limited Data. CoRR (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)
Tero Karras, Samuli Laine, Timo Aila
A Style-Based Generator Architecture for Generative Adversarial Networks. CVPR (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)
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila
Analyzing and Improving the Image Quality of StyleGAN. CoRR (2019)
Tuomas Kynkäänniemi, Tero Karras, Samuli Laine, Jaakko Lehtinen, Timo Aila
Improved Precision and Recall Metric for Assessing Generative Models. NeurIPS (2019)
Samuli Laine, Jaakko Lehtinen, Timo Aila
Self-Supervised Deep Image Denoising. CoRR (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)
Geoffrey French, Timo Aila, Samuli Laine, Michal Mackiewicz, Graham D. Finlayson
Consistency regularization and CutMix for semi-supervised semantic segmentation. CoRR (2019)
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)
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila
Noise2Noise: Learning Image Restoration without Clean Data. ICML (2018)
Tero Karras, Samuli Laine, Timo Aila
A Style-Based Generator Architecture for Generative Adversarial Networks. CoRR (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)
Samuli Laine, Timo Aila
Temporal Ensembling for Semi-Supervised Learning. ICLR (Poster) (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)
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
Pruning Convolutional Neural Networks for Resource Efficient Inference. ICLR (Poster) (2017)
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
Progressive Growing of GANs for Improved Quality, Stability, and Variation. CoRR (2017)
Chakravarty R. Alla Chaitanya, Anton S. Kaplanyan, Christoph Schied, Marco Salvi, Aaron E. Lefohn, Derek Nowrouzezahrai, Timo Aila
Interactive reconstruction of Monte Carlo image sequences using a recurrent denoising autoencoder. ACM Trans. Graph. 36 (4) (2017)
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz
Reconstructing Intensity Images from Binary Spatial Gradient Cameras. CVPR Workshops (2017)
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Jaakko Lehtinen
Facial Performance Capture with Deep Neural Networks. CoRR (2016)
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning. CoRR (2016)
Samuli Laine, Timo Aila
Temporal Ensembling for Semi-Supervised Learning. CoRR (2016)
Miika Aittala, Timo Aila, Jaakko Lehtinen
Reflectance modeling by neural texture synthesis. ACM Trans. Graph. 35 (4) (2016)
Jaakko Lehtinen, Tero Karras, Samuli Laine, Miika Aittala, Frédo Durand, Timo Aila
Gradient-domain metropolis light transport. ACM Trans. Graph. 32 (4) (2013)
Tero Karras, Timo Aila
Fast Parallel Construction of High-Quality Bounding Volume Hierarchies. High Performance Graphics (2013)
Alexander Keller, Tero Karras, Ingo Wald, Timo Aila, Samuli Laine, Jacco Bikker, Christiaan P. Gribble, Won-Jong Lee, James McCombe
Ray tracing is the future and ever will be... SIGGRAPH Courses (2013)
Samuli Laine, Tero Karras, Timo Aila
Megakernels Considered Harmful: Wavefront Path Tracing on GPUs. High Performance Graphics (2013)
Timo Aila, Tero Karras, Samuli Laine
On Quality Metrics of Bounding Volume Hierarchies. High Performance Graphics (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)
Peter Shirley, Timo Aila, Jonathan Cohen, Eric Enderton, Samuli Laine, David P. Luebke, Morgan McGuire
A local image reconstruction algorithm for stochastic rendering. SI3D (2011)
Jacopo Pantaleoni, Luca Fascione, Martin Hill, Timo Aila
PantaRay: fast ray-traced occlusion caching of massive scenes. ACM Trans. Graph. 29 (4) (2010)
Timo Aila, Tero Karras
Architecture considerations for tracing incoherent rays. High Performance Graphics (2010)
Timo Aila, Samuli Laine
Understanding the efficiency of ray traversal on GPUs. High Performance Graphics (2009)
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)
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
A hardware architecture for surface splatting. ACM Trans. Graph. 26 (3) (2007)
Jaakko Lehtinen, Samuli Laine, Timo Aila
An Improved Physically-Based Soft Shadow Volume Algorithm. Comput. Graph. Forum 25 (3) (2006)
Janne Kontkanen, Timo Aila
Ambient Occlusion for Animated Characters. Rendering Techniques (2006)
Samuli Laine, Timo Aila
A Weighted Error Metric and Optimization Method for Antialiasing Patterns. Comput. Graph. Forum 25 (1) (2006)
Tomas Akenine-Möller, Timo Aila
Conservative and Tiled Rasterization Using a Modified Triangle Set-Up. J. Graph. Tools 10 (3) (2005)
Samuli Laine, Timo Aila, Ulf Assarsson, Jaakko Lehtinen, Tomas Akenine-Möller
Soft shadow volumes for ray tracing. ACM Trans. Graph. 24 (3) (2005)
Samuli Laine, Timo Aila
Hierarchical Penumbra Casting. Comput. Graph. Forum 24 (3) (2005)
Jan Kautz, Jaakko Lehtinen, Timo Aila
Hemispherical Rasterization for Self-Shadowing of Dynamic Objects. Rendering Techniques (2004)
Timo Aila, Ville Miettinen
dPVS: An Occlusion Culling System for Massive Dynamic Environments. IEEE Computer Graphics and Applications 24 (2) (2004)
Timo Aila, Samuli Laine
Alias-Free Shadow Maps. Rendering Techniques (2004)
Timo Aila, Tomas Akenine-Möller
A hierarchical shadow volume algorithm. Graphics Hardware (2004)
Jukka Arvo, Timo Aila
Optimized Shadow Mapping Using the Stencil Buffer. J. Graphics, GPU, & Game Tools 8 (3) (2003)
Timo Aila, Ville Miettinen, Petri Nordlund
Delay streams for graphics hardware. ACM Trans. Graph. 22 (3) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Timo Aila