Timo Aila
Timo Aila
Senior Distinguished Research Scientist, NVIDIA
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Progressive growing of gans for improved quality, stability, and variation
T Karras, T Aila, S Laine, J Lehtinen
arXiv preprint arXiv:1710.10196, 2017
37602017
A style-based generator architecture for generative adversarial networks
T Karras, S Laine, T Aila
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
26612019
Pruning convolutional neural networks for resource efficient inference
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
Proc. ICLR 2017, 2016
1264*2016
Temporal ensembling for semi-supervised learning
S Laine, T Aila
arXiv preprint arXiv:1610.02242, 2016
12202016
Analyzing and improving the image quality of stylegan
T Karras, S Laine, M Aittala, J Hellsten, J Lehtinen, T Aila
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
11302020
Noise2noise: Learning image restoration without clean data
J Lehtinen, J Munkberg, J Hasselgren, S Laine, T Karras, M Aittala, T Aila
arXiv preprint arXiv:1803.04189, 2018
6312018
Understanding the efficiency of ray traversal on GPUs
T Aila, S Laine
Proceedings of High Performance Graphics 2009, 145-149, 2009
5462009
A style-based generator architecture for generative adversarial networks
T Karras, S Laine, T Aila
arXiv preprint arXiv:1812.04948, 2018
4932018
Few-shot unsupervised image-to-image translation
MY Liu, X Huang, A Mallya, T Karras, T Aila, J Lehtinen, J Kautz
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
3052019
Training generative adversarial networks with limited data
T Karras, M Aittala, J Hellsten, S Laine, J Lehtinen, T Aila
arXiv preprint arXiv:2006.06676, 2020
2342020
Interactive reconstruction of Monte Carlo image sequences using a recurrent denoising autoencoder
CRA Chaitanya, AS Kaplanyan, C Schied, M Salvi, A Lefohn, ...
ACM Transactions on Graphics (TOG) 36 (4), 1-12, 2017
1862017
Audio-driven facial animation by joint end-to-end learning of pose and emotion
T Karras, T Aila, S Laine, A Herva, J Lehtinen
ACM Transactions on Graphics (TOG) 36 (4), 1-12, 2017
1852017
Incremental Instant Radiosity for Real-Time Indirect Illumination.
S Laine, H Saransaari, J Kontkanen, J Lehtinen, T Aila
Rendering Techniques, 277-286, 2007
1722007
Alias-Free Shadow Maps.
T Aila, S Laine
Rendering techniques 2004, 15th, 2004
1412004
Improved precision and recall metric for assessing generative models
T Kynkäänniemi, T Karras, S Laine, J Lehtinen, T Aila
arXiv preprint arXiv:1904.06991, 2019
1282019
Fast parallel construction of high-quality bounding volume hierarchies
T Karras, T Aila
Proceedings of the 5th High-Performance Graphics Conference, 89-99, 2013
1252013
High-quality self-supervised deep image denoising
S Laine, T Karras, J Lehtinen, T Aila
Advances in Neural Information Processing Systems 32, 6970-6980, 2019
1142019
Temporal light field reconstruction for rendering distribution effects
J Lehtinen, T Aila, J Chen, S Laine, F Durand
ACM Transactions on Graphics (TOG) 30 (4), 2011
1092011
Soft shadow volumes for ray tracing
S Laine, T Aila, U Assarsson, J Lehtinen, T Akenine-Möller
ACM SIGGRAPH 2005 Papers, 1156-1165, 2005
1042005
Architecture considerations for tracing incoherent rays
T Aila, T Karras
Proceedings of High Performance Graphics, 113-122, 2010
1032010
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Articles 1–20