Samuli Laine

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 43

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)
Dann Mensah, Nam Hee Kim, Miika Aittala, Samuli Laine, Jaakko Lehtinen
A Hybrid Generator Architecture for Controllable Face Synthesis. SIGGRAPH (Conference Paper Track) (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)
Tero Karras, Miika Aittala, Timo Aila, Samuli Laine
Elucidating the Design Space of Diffusion-Based Generative Models. CoRR (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)
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)
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)
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)
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)
Joohwan Kim, Michael Stengel, Alexander Majercik, Shalini De Mello, David Dunn, Samuli Laine, Morgan McGuire, David Luebke
NVGaze: An Anatomically-Informed Dataset for Low-Latency, Near-Eye Gaze Estimation. CHI (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)
Samuli Laine
Feature-Based Metrics for Exploring the Latent Space of Generative Models. ICLR (Workshop) (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)
Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen
Progressive Growing of GANs for Improved Quality, Stability, and Variation. CoRR (2017)
Henri Ylitie, Tero Karras, Samuli Laine
Efficient incoherent ray traversal on GPUs through compressed wide BVHs. High Performance Graphics (2017)
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Jaakko Lehtinen
Facial Performance Capture with Deep Neural Networks. CoRR (2016)
Samuli Laine, Timo Aila
Temporal Ensembling for Semi-Supervised Learning. CoRR (2016)
Samuli Laine, Tero Karras
Apex Point Map for Constant-Time Bounding Plane Approximation. EGSR (EI&I) (2015)
Ari Silvennoinen, Hannu Saransaari, Samuli Laine, Jaakko Lehtinen
Occluder Simplification Using Planar Sections. Comput. Graph. Forum 33 (1) (2014)
Jaakko Lehtinen, Tero Karras, Samuli Laine, Miika Aittala, Frédo Durand, Timo Aila
Gradient-domain metropolis light transport. ACM Trans. Graph. 32 (4) (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
A Topological Approach to Voxelization. Comput. Graph. Forum 32 (4) (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)
Samuli Laine, Tero Karras
Efficient Sparse Voxel Octrees. IEEE Trans. Vis. Comput. Graph. 17 (8) (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)
Samuli Laine, Tero Karras
Stratified Sampling for Stochastic Transparency. Comput. Graph. Forum 30 (4) (2011)
Samuli Laine, Tero Karras
High-Performance Software Rasterization on GPUs. High Performance Graphics (2011)
Samuli Laine, Tero Karras
Efficient sparse voxel octrees. SI3D (2010)
Samuli Laine
Restart trail for stackless BVH traversal. High Performance Graphics (2010)
Samuli Laine, Tero Karras
Two Methods for Fast Ray-Cast Ambient Occlusion. Comput. Graph. Forum 29 (4) (2010)
Timo Aila, Samuli Laine
Understanding the efficiency of ray traversal on GPUs. High Performance Graphics (2009)
Samuli Laine, Hannu Saransaari, Janne Kontkanen, Jaakko Lehtinen, Timo Aila
Incremental Instant Radiosity for Real-Time Indirect Illumination. Rendering Techniques (2007)
Jaakko Lehtinen, Samuli Laine, Timo Aila
An Improved Physically-Based Soft Shadow Volume Algorithm. Comput. Graph. Forum 25 (3) (2006)
Janne Kontkanen, Samuli Laine
Sampling Precomputed Volumetric Lighting. J. Graph. Tools 11 (3) (2006)
Samuli Laine, Timo Aila
A Weighted Error Metric and Optimization Method for Antialiasing Patterns. Comput. Graph. Forum 25 (1) (2006)
Samuli Laine
Split-plane shadow volumes. Graphics Hardware (2005)
Samuli Laine
A general algorithm for output-sensitive visibility preprocessing. SI3D (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)
Jon Hasselgren, Tomas Akenine-Möller, Samuli Laine
A Family of Inexpensive Sampling Schemes. Comput. Graph. Forum 24 (4) (2005)
Janne Kontkanen, Samuli Laine
Ambient occlusion fields. SI3D (2005)
Timo Aila, Samuli Laine
Alias-Free Shadow Maps. Rendering Techniques (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Samuli Laine