Jaakko Lehtinen

According to our database1, Jaakko Lehtinen authored at least 48 papers between 2003 and 2020.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


Training Generative Adversarial Networks with Limited Data.
CoRR, 2020

GANSpace: Discovering Interpretable GAN Controls.
CoRR, 2020

Analyzing and Improving the Image Quality of StyleGAN.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Predicting Mid-Air Interaction Movements and Fatigue Using Deep Reinforcement Learning.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Deep convolutional reconstruction for gradient-domain rendering.
ACM Trans. Graph., 2019

Sample-based Monte Carlo denoising using a kernel-splatting network.
ACM Trans. Graph., 2019

E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles.
CoRR, 2019

Self-Supervised Deep Image Denoising.
CoRR, 2019

High-Quality Self-Supervised Deep Image Denoising.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Improved Precision and Recall Metric for Assessing Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Few-Shot Unsupervised Image-to-Image Translation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Differentiable Monte Carlo ray tracing through edge sampling.
ACM Trans. Graph., 2018

PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation.
CoRR, 2018

Noise2Noise: Learning Image Restoration without Clean Data.
Proceedings of the 35th International Conference on Machine Learning, 2018

Progressive Growing of GANs for Improved Quality, Stability, and Variation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Sequential Monte Carlo Instant Radiosity.
IEEE Trans. Vis. Comput. Graph., 2017

Real-time global illumination by precomputed local reconstruction from sparse radiance probes.
ACM Trans. Graph., 2017

Audio-driven facial animation by joint end-to-end learning of pose and emotion.
ACM Trans. Graph., 2017

Aether: an embedded domain specific sampling language for Monte Carlo rendering.
ACM Trans. Graph., 2017

Production-level facial performance capture using deep convolutional neural networks.
Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation, 2017

Temporal gradient-domain path tracing.
ACM Trans. Graph., 2016

Reflectance modeling by neural texture synthesis.
ACM Trans. Graph., 2016

Facial Performance Capture with Deep Neural Networks.
CoRR, 2016

Anisotropic Gaussian mutations for metropolis light transport through Hessian-Hamiltonian dynamics.
ACM Trans. Graph., 2015

Gradient-domain path tracing.
ACM Trans. Graph., 2015

Two-shot SVBRDF capture for stationary materials.
ACM Trans. Graph., 2015

Recent Advances in Adaptive Sampling and Reconstruction for Monte Carlo Rendering.
Comput. Graph. Forum, 2015

Gradient-Domain Bidirectional Path Tracing.
Proceedings of the 26th Eurographics Symposium on Rendering, Rendering, 2015

Improved sampling for gradient-domain metropolis light transport.
ACM Trans. Graph., 2014

Online motion synthesis using sequential Monte Carlo.
ACM Trans. Graph., 2014

Occluder Simplification Using Planar Sections.
Comput. Graph. Forum, 2014

Gradient-domain metropolis light transport.
ACM Trans. Graph., 2013

Practical SVBRDF capture in the frequency domain.
ACM Trans. Graph., 2013

Reconstructing the indirect light field for global illumination.
ACM Trans. Graph., 2012

Decoupled sampling for graphics pipelines.
ACM Trans. Graph., 2011

Temporal light field reconstruction for rendering distribution effects.
ACM Trans. Graph., 2011

Clipless dual-space bounds for faster stochastic rasterization.
ACM Trans. Graph., 2011

A hierarchical volumetric shadow algorithm for single scattering.
ACM Trans. Graph., 2010

Sketching Clothoid Splines Using Shortest Paths.
Comput. Graph. Forum, 2010

A meshless hierarchical representation for light transport.
ACM Trans. Graph., 2008

A framework for precomputed and captured light transport.
ACM Trans. Graph., 2007

Incremental Instant Radiosity for Real-Time Indirect Illumination.
Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

An Improved Physically-Based Soft Shadow Volume Algorithm.
Comput. Graph. Forum, 2006

Soft shadow volumes for ray tracing.
ACM Trans. Graph., 2005

Precomputed radiance transfer: theory and practice.
Proceedings of the 32. International Conference on Computer Graphics and Interactive Techniques, 2005

Hemispherical Rasterization for Self-Shadowing of Dynamic Objects.
Proceedings of the 15th Eurographics Workshop on Rendering Techniques, 2004

Matrix radiance transfer.
Proceedings of the 2003 Symposium on Interactive 3D Graphics, 2003