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Janne Hellsten
Janne Hellsten
Verified email at nvidia.com
Title
Cited by
Cited by
Year
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
61712020
Training generative adversarial networks with limited data
T Karras, M Aittala, J Hellsten, S Laine, J Lehtinen, T Aila
Advances in neural information processing systems 33, 12104-12114, 2020
18842020
Alias-free generative adversarial networks
T Karras, M Aittala, S Laine, E Härkönen, J Hellsten, J Lehtinen, T Aila
Advances in neural information processing systems 34, 852-863, 2021
14632021
Modular primitives for high-performance differentiable rendering
S Laine, J Hellsten, T Karras, Y Seol, J Lehtinen, T Aila
ACM Transactions on Graphics (ToG) 39 (6), 1-14, 2020
3312020
Generating long videos of dynamic scenes
T Brooks, J Hellsten, M Aittala, TC Wang, T Aila, J Lehtinen, MY Liu, ...
Advances in Neural Information Processing Systems 35, 31769-31781, 2022
792022
Analyzing and improving the training dynamics of diffusion models
T Karras, M Aittala, J Lehtinen, J Hellsten, T Aila, S Laine
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
232024
Analyzing and improving the image quality of styleGAN. IEEE
T Karras, S Laine, M Aittala, J Hellsten, J Lehtinen, T Aila
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 0
3
User Interfaces and Methods for Generating a New Artifact Based on Existing Artifacts
J Hellsten, TT Karras, SM Laine
US Patent App. 17/344,053, 2022
22022
Training neural networks with limited data using invertible augmentation operators
TT Karras, MS Aittala, JJ Hellsten, SM Laine, JT Lehtinen, TO Aila
US Patent App. 17/210,934, 2021
22021
Weight demodulation for a generative neural network
TT Karras, SM Laine, JT Lehtinen, MS Aittala, JJ Hellsten, TO Aila
US Patent 11,605,001, 2023
12023
Fused processing of a continuous mathematical operator
TT Karras, MS Aittala, SM Laine, EA Härkönen, JJ Hellsten, JT Lehtinen, ...
US Patent App. 17/562,521, 2022
12022
Image-space painterly rendering
J Hellstn
12008
User interfaces and methods for generating a new artifact based on existing artifacts
J Hellsten, TT Karras, SM Laine
US Patent 11,921,997, 2024
2024
Three-dimensional model recovery from two-dimensional images
SM Laine, JJ Hellsten, TT Karras, S Yeongho, JT Lehtinen, TO Aila
US Patent 11,734,890, 2023
2023
Smoothing regularization for a generative neural network
TT Karras, SM Laine, JT Lehtinen, MS Aittala, JJ Hellsten, TO Aila
US Patent 11,620,521, 2023
2023
Generative neural networks with reduced aliasing
TT Karras, MS Aittala, SM Laine, EA Härkönen, JJ Hellsten, JT Lehtinen, ...
US Patent App. 17/562,494, 2022
2022
User interfaces and methods for generating a new artifact based on existing artifacts
J Hellsten, TT Karras, SM Laine
US Patent 11,435,885, 2022
2022
Progressive modification of neural networks
TT Karras, TO Aila, SM Laine, JT Lehtinen, J Hellsten
US Patent 11,263,525, 2022
2022
Bardes, A., Ponce, J., & LeCun, Y. Vicreg: Variance-invariance-covariance regularization for self-supervised learning. arXiv preprint arXiv: 2105.04906, 2021.
T Karras, S Laine, M Aittala, J Hellsten, J Lehtinen, T Aila
Supplemental Material: Analyzing and Improving the Image Quality of StyleGAN
T Karras, S Laine, M Aittala, J Hellsten, J Lehtinen, T Aila
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