Publications with the keyword "deep learning"

I. Korshunova, W. Shi, J. Dambre, and L. Theis
Fast Face-swap Using Convolutional Neural Networks
International Conference on Computer Vision, 2017
#face-swap, #cagenet, #deep learning
URL RIS BibTex
C. Ledig, L. Theis, F. Huszar, J. Caballero, A. Aitken, A. Tejani, et al.
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Computer Vision and Pattern Recognition, 2017
#super-resolution, #deep learning
URL RIS BibTex
L. Theis, W. Shi, A. Cunningham, and F. Huszár
Lossy Image Compression with Compressive Autoencoders
International Conference on Learning Representations, 2017
#compression, #deep learning
URL PDF Poster Files RIS BibTex
C. Sønderby, J. Caballero, L. Theis, W. Shi, and F. Huszár
Amortised MAP Inference for Image Super-resolution
International Conference on Learning Representations, 2017
#super-resolution, #deep learning
URL RIS BibTex
L. Theis and M. Bethge
Generative Image Modeling Using Spatial LSTMs
Advances in Neural Information Processing Systems 28, 2015
#deep learning, #generative modeling, #natural image statistics, #lstm, #mcgsm
Code URL PDF Supplemental Poster RIS BibTex
M. Kümmerer, L. Theis, and M. Bethge
Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet
ICLR Workshop, 2015
#saliency, #deep learning
URL PDF RIS BibTex
L. Theis, S. Gerwinn, F. Sinz, and M. Bethge
In All Likelihood, Deep Belief Is Not Enough
Journal of Machine Learning Research, 12, 2011
#natural image statistics, #deep belief networks, #boltzmann machines, #deep learning
Code PDF RIS BibTex