Adriana Romero
Adriana Romero
Facebook AI Research
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TitleCited byYear
FitNets: Hints for Thin Deep Nets
A Romero, N Ballas, SE Kahou, A Chassang, C Gatta, Y Bengio
arXiv preprint arXiv:1412.6550, 2014
7132014
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
5222016
Graph Attention Networks
P Veličković, G Cucurull, A Casanova, A Romero, P Liň, Y Bengio
arXiv preprint arXiv:1710.10903, 2017
4712017
The one hundred layers tiramisu: Fully convolutional densenets for semantic segmentation
S Jégou, M Drozdzal, D Vazquez, A Romero, Y Bengio
Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE …, 2017
4052017
Unsupervised deep feature extraction for remote sensing image classification
A Romero, C Gatta, G Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1349-1362, 2015
3092015
ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation
F Visin, M Ciccone, A Romero, K Kastner, K Cho, Y Bengio, M Matteucci, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
922016
Learning normalized inputs for iterative estimation in medical image segmentation
M Drozdzal, G Chartrand, E Vorontsov, M Shakeri, L Di Jorio, A Tang, ...
Medical image analysis 44, 1-13, 2018
652018
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest
M Campos-Taberner, A Romero-Soriano, C Gatta, G Camps-Valls, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
472016
Meta-parameter free unsupervised sparse feature learning
A Romero, P Radeva, C Gatta
IEEE Transactions on Pattern Analysis & Machine Intelligence, 1-1, 2014
31*2014
Simultaneous correspondence and non-rigid 3D reconstruction of the coronary tree from single X-ray images
E Serradell, A Romero, R Leta, C Gatta, F Moreno-Noguer
Computer Vision (ICCV), 2011 IEEE International Conference on, 850-857, 2011
292011
Unrolling loopy top-down semantic feedback in convolutional deep networks
C Gatta, A Romero, J Veijer
Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE …, 2014
262014
Diet Networks: Thin Parameters for Fat Genomics
A Romero, PL Carrier, A Erraqabi, T Sylvain, A Auvolat, E Dejoie, ...
arXiv preprint arXiv:1611.09340, 2016
202016
UNSUPERVISED DEEP FEATURE EXTRACTION OF HYPERSPECTRAL IMAGES
A Romero, C Gatta, G Camps-Valls
20*
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
J Zbontar, F Knoll, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
arXiv preprint arXiv:1811.08839, 2018
172018
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images
D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ...
Journal of Healthcare Engineering 2017, 2017
142017
On the iterative refinement of densely connected representation levels for semantic segmentation
A Casanova, G Cucurull, M Drozdzal, A Romero, Y Bengio
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
102018
Image Segmentation by Iterative Inference from Conditional Score Estimation
A Romero, M Drozdzal, A Erraqabi, S Jégou, Y Bengio
arXiv preprint arXiv:1705.07450, 2017
82017
Convolutional neural networks for mesh-based parcellation of the cerebral cortex
G Cucurull, K Wagstyl, A Casanova, P Veličković, E Jakobsen, ...
72018
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
EJ Smith, S Fujimoto, A Romero, D Meger
arXiv preprint arXiv:1901.11461, 2019
52019
Inverse cooking: Recipe generation from food images
A Salvador, M Drozdzal, X Giro-i-Nieto, A Romero
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
42019
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