S Nikolenko - School-conference “Approximation and Data Analysis …, 2019 - nnov.hse.ru
Many major problems of modern AI come down to data: either lack of data or, also very often, lack of labeled data. Synthetic data is an important approach to solving the data problem by …
SI Nikolenko - arXiv preprint arXiv:1909.11512, 2019 - academia.edu
Synthetic data is an increasingly popular tool for training deep learning models, especially in computer vision but also in other areas. In this work, we attempt to provide a comprehensive …
This is the first book on synthetic data for deep learning, and its breadth of coverage may render this book as the default reference on synthetic data for years to come. The book can …
This is the first book on synthetic data for deep learning, and its breadth of coverage may render this book as the default reference on synthetic data for years to come. The book can …
SI Nikolenko - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
Synthetic data is an increasingly popular tool for training deep learning models, especially in computer vision but also in other areas. In this work, we attempt to provide a comprehensive …
SI Nikolenko - arXiv preprint arXiv:1909.11512, 2019 - arxiv.org
Synthetic data is an increasingly popular tool for training deep learning models, especially in computer vision but also in other areas. In this work, we attempt to provide a comprehensive …