Jost Tobias Springenberg

Deep learning with convolutional neural networks for EEG decoding and visualization

Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer et al. · Human Brain Mapping · 2017 · 3.2K citations · Full text

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

Image Classification, Convolutional Neural Network, Machine Vision +15

Efficient and robust automated machine learning

Matthias Feurer, Aaron Klein, Katharina Eggensperger et al. · Neural Information Processing Systems · 2015 · 1.3K citations

Artificial Intelligence, Hyperparameter Estimation, Engineering +14

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 738 citations

Image Classification, Convolutional Neural Network, Machine Vision +15

Learning to generate chairs with convolutional neural networks

Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox · 2015 · 679 citations

Engineering, Machine Learning, Image Analysis +17