Adriana Romero

FitNets: Hints for Thin Deep Nets pdf

Yoshua Bengio, Carlo Gatta, Adriana Romero, 2014, ICLR.

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

Carlo Gatta, Gustau Camps-Valls, Adriana Romero, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Meta-Parameter Free Unsupervised Sparse Feature Learning

Petia Radeva, Carlo Gatta, Adriana Romero, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Unsupervised deep feature extraction of hyperspectral images

Carlo Gatta, Gustavo Camps-Valls, Adriana Romero, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

No more meta-parameter tuning in unsupervised sparse feature learning pdf

Petia Radeva, Carlo Gatta, Adriana Romero, 2014, ArXiv.

Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images

Francesc Moreno-Noguer, Carlo Gatta, Adriana Romero, 2011, 2011 International Conference on Computer Vision.

FitNets: Hints for Thin Deep Nets

Samira Ebrahimi Kahou, Yoshua Bengio, Nicolas Ballas, 2014, ICLR.

Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies

Petia Radeva, Carlo Gatta, Adriana Romero, 2012, STACOM.

Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination

Carlo Gatta, Gustau Camps-Valls, Manuel Campos-Taberner, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).