Samuli Laine

77 papers A* 13A 1Journal 41Unranked 21
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 — conf
A Hybrid Generator Architecture for Controllable Face Synthesis.
SIGGRAPH (Conference Paper Track)
Dann Mensah, Nam Hee Kim, Miika Aittala, Samuli Laine, Jaakko Lehtinen
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
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 J jnl
Projection-Domain Self-Supervision for Volumetric Helical CT Reconstruction.
CoRR
Onni Kosomaa, Samuli Laine, Tero Karras, Miika Aittala, 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
2021 — conf
Appearance-Driven Automatic 3D Model Simplification.
EGSR (DL)
Jon Hasselgren, Jacob Munkberg, Jaakko Lehtinen, Miika Aittala, Samuli Laine
2021 J jnl
Appearance-Driven Automatic 3D Model Simplification.
CoRR
Jon Hasselgren, Jacob Munkberg, Jaakko Lehtinen, Miika Aittala, Samuli Laine
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
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 A* conf
NVGaze: An Anatomically-Informed Dataset for Low-Latency, Near-Eye Gaze Estimation.
CHI
Joohwan Kim, Michael Stengel, Alexander Majercik, Shalini De Mello, David Dunn, Samuli Laine, Morgan McGuire, David Luebke
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 — conf
Feature-Based Metrics for Exploring the Latent Space of Generative Models.
ICLR (Workshop)
Samuli Laine
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 — conf
Efficient incoherent ray traversal on GPUs through compressed wide BVHs.
High Performance Graphics
Henri Ylitie, Tero Karras, Samuli Laine
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
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
Temporal Ensembling for Semi-Supervised Learning.
CoRR
Samuli Laine, Timo Aila
2015 — conf
Apex Point Map for Constant-Time Bounding Plane Approximation.
EGSR (EI&I)
Samuli Laine, Tero Karras
2014 J jnl
Occluder Simplification Using Planar Sections.
Comput. Graph. Forum
Ari Silvennoinen, Hannu Saransaari, Samuli Laine, Jaakko Lehtinen
2013 J jnl
A Topological Approach to Voxelization.
Comput. Graph. Forum
Samuli Laine
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
Efficient Sparse Voxel Octrees.
IEEE Trans. Vis. Comput. Graph.
Samuli Laine, Tero Karras
2011 — conf
High-Performance Software Rasterization on GPUs.
High Performance Graphics
Samuli Laine, Tero Karras
2011 J jnl
Stratified Sampling for Stochastic Transparency.
Comput. Graph. Forum
Samuli Laine, Tero Karras
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
Efficient sparse voxel octrees.
SI3D
Samuli Laine, Tero Karras
2010 — conf
Restart trail for stackless BVH traversal.
High Performance Graphics
Samuli Laine
2010 J jnl
Two Methods for Fast Ray-Cast Ambient Occlusion.
Comput. Graph. Forum
Samuli Laine, Tero Karras
2009 — conf
Understanding the efficiency of ray traversal on GPUs.
High Performance Graphics
Timo Aila, Samuli Laine
2007 — conf
Incremental Instant Radiosity for Real-Time Indirect Illumination.
Rendering Techniques
Samuli Laine, Hannu Saransaari, Janne Kontkanen, Jaakko Lehtinen, Timo Aila
2006 J jnl
A Weighted Error Metric and Optimization Method for Antialiasing Patterns.
Comput. Graph. Forum
Samuli Laine, Timo Aila
2006 J jnl
An Improved Physically-Based Soft Shadow Volume Algorithm.
Comput. Graph. Forum
Jaakko Lehtinen, Samuli Laine, Timo Aila
2006 — —
Efficient physically-based shadow algorithms.
Samuli Laine
2006 J jnl
Sampling Precomputed Volumetric Lighting.
J. Graph. Tools
Janne Kontkanen, Samuli Laine
2005 J jnl
A Family of Inexpensive Sampling Schemes.
Comput. Graph. Forum
Jon Hasselgren, Tomas Akenine-Möller, Samuli Laine
2005 — conf
A general algorithm for output-sensitive visibility preprocessing.
SI3D
Samuli Laine
2005 — conf
Ambient occlusion fields.
SI3D
Janne Kontkanen, Samuli Laine
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
2005 — conf
Split-plane shadow volumes.
Graphics Hardware
Samuli Laine
2004 — conf
Alias-Free Shadow Maps.
Rendering Techniques
Timo Aila, Samuli Laine