Timo Aila

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Tero Karras, Timo Aila, Samuli Laine et al. · arXiv (Cornell University) · 2017 · 1.6K citations · Full text

Image Analysis, Machine Learning, Data Science +14

Temporal Ensembling for Semi-Supervised Learning

Samuli Laine, Timo Aila · arXiv (Cornell University) · 2016 · 1.5K citations · Full text

Consensus Prediction, Few-shot Learning, Data Augmentation +14

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov, Stephen Tyree, Tero Karras et al. · arXiv (Cornell University) · 2016 · 1.2K citations · Full text

Convolutional Neural Network, New Formulation, Machine Vision +15

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