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Training Generative Adversarial Networks with Limited Data


Jun 11, 2020
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila


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Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization


Dec 05, 2019
Miika Aittala, Prafull Sharma, Lukas Murmann, Adam B. Yedidia, Gregory W. Wornell, William T. Freeman, Fredo Durand

* Aittala, Miika, et al. "Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization." Advances in Neural Information Processing Systems. 2019 
* 14 pages, 5 figures, Advances in Neural Information Processing Systems 2019 

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Analyzing and Improving the Image Quality of StyleGAN


Dec 03, 2019
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila


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A Dataset of Multi-Illumination Images in the Wild


Oct 17, 2019
Lukas Murmann, Michael Gharbi, Miika Aittala, Fredo Durand

* ICCV 2019 

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Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation


Apr 18, 2019
Ronnachai Jaroensri, Camille Biscarrat, Miika Aittala, Frédo Durand


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Noise2Noise: Learning Image Restoration without Clean Data


Oct 29, 2018
Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila

* Added link to official implementation and updated MRI results to match it 

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