A new data augmentation method for EEG features based on the hybrid model of broad-deep networks

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 12.4K citations · Full text

Computing, Computer Science, Biomedical Imaging +12

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár et al. · 2017 · 12.3K citations

Computing, Computer Science, Computer Vision +14

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 1970 · 8.9K citations

Computing, Biostatistics, Econometrics +15

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Alec Radford, Luke Metz, Soumith Chintala · arXiv (Cornell University) · 2015 · 7K citations · Full text

Computing, Computer Science, Computer Vision +15

Wasserstein Generative Adversarial Networks

Martín Arjovsky, Soumith Chintala, Léon Bottou · International Conference on Machine Learning · 2017 · 5K citations

Computing, Computer Science, Artificial Intelligence +6