Miika Aittala

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren et al. · arXiv (Cornell University) · 2018 · 981 citations · Full text

Engineering, Machine Learning, Deblurring +18

Training Generative Adversarial Networks with Limited Data

Tero Karras, Miika Aittala, Janne Hellsten et al. · arXiv (Cornell University) · 2020 · 931 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +14

Alias-Free Generative Adversarial Networks

Tero Karras, Miika Aittala, Samuli Laine et al. · arXiv (Cornell University) · 2021 · 812 citations · Full text

Artificial Intelligence, Synthesis Process, Engineering +13

Noise2Noise: Learning image restoration without clean data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren et al. · Aaltodoc (Aalto University) · 2018 · 442 citations · Full text

Differentiable Monte Carlo ray tracing through edge sampling

Tzu‐Mao Li, Miika Aittala, Frédo Durand et al. · ACM Transactions on Graphics · 2018 · 439 citations · Full text

Realistic Rendering, Gradient-based Methods, Engineering +18