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Alex Gomez-Villa
Alex Gomez-Villa
Other namesAlexandra Gomez Villa
PhD Student, Computer Vision Center, UAB
Verified email at cvc.uab.es
Title
Cited by
Cited by
Year
Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks
AG Villa, A Salazar, F Vargas
Ecological informatics 41, 24-32, 2017
3172017
Animal identification in low quality camera-trap images using very deep convolutional neural networks and confidence thresholds
A Gomez, G Diez, A Salazar, A Diaz
International symposium on visual computing, 747-756, 2016
632016
Convolutional neural networks can be deceived by visual illusions
A Gomez-Villa, A Martin, J Vazquez-Corral, M Bertalmío
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
492019
Color illusions also deceive CNNs for low-level vision tasks: Analysis and implications
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío, J Malo
Vision Research 176, 156-174, 2020
382020
Camera-trap images segmentation using multi-layer robust principal component analysis
JH Giraldo-Zuluaga, A Salazar, A Gomez, A Diaz-Pulido
The Visual Computer 35, 335-347, 2019
352019
Automatic identification of Scenedesmus polymorphic microalgae from microscopic images
JH Giraldo-Zuluaga, A Salazar, G Diez, A Gomez, T Martínez, JF Vargas, ...
Pattern Analysis and Applications 21, 601-612, 2018
342018
Continually learning self-supervised representations with projected functional regularization
A Gomez-Villa, B Twardowski, L Yu, AD Bagdanov, J Van de Weijer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
282022
Evidence for the intrinsically nonlinear nature of receptive fields in vision
M Bertalmío, A Gomez-Villa, A Martín, J Vazquez-Corral, D Kane, J Malo
Scientific reports 10 (1), 16277, 2020
232020
Visual illusions via neural dynamics: Wilson–Cowan-type models and the efficient representation principle
M Bertalmío, L Calatroni, V Franceschi, B Franceschiello, A Gomez Villa, ...
Journal of neurophysiology 123 (5), 1606-1618, 2020
232020
Visual information flow in Wilson–Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
Journal of Neurophysiology 123 (6), 2249-2268, 2020
192020
Contrast sensitivity functions in autoencoders
Q Li, A Gomez-Villa, M Bertalmío, J Malo
Journal of Vision 22 (6), 8-8, 2022
172022
Recognition of mammal genera on camera-trap images using multi-layer robust principal component analysis and mixture neural networks
JH Giraldo-Zuluaga, A Salazar, A Gomez, A Diaz-Pulido
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
142017
Automatic recognition of mammal genera on camera-trap images using multi-layer robust principal component analysis and mixture neural networks
JH Giraldo-Zuluaga, A Salazar, A Gomez, A Diaz-Pulido
arXiv preprint arXiv:1705.02727, 2017
132017
Car detection methodology in outdoor environment based on histogram of oriented gradient (HOG) and support vector machine (SVM)
S Guzman, A Gomez, G Diez, DS Fernández
IET Digital Library, 2015
132015
On the synthesis of visual illusions using deep generative models
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío, J Malo
Journal of Vision 22 (8), 2-2, 2022
10*2022
Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training
S Zini, A Gomez-Villa, M Buzzelli, B Twardowski, AD Bagdanov, ...
arXiv preprint arXiv:2202.07993, 2022
9*2022
A Markov random field image segmentation model for lizard spots
A Gómez-Villa, G Díez-Valencia, AE Salazar-Jimenez
Revista Facultad de Ingeniería Universidad de Antioquia, 41-49, 2016
42016
Embedded remote photoplethysmography
AG Villa
SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018
22018
Counting cells in time-lapse microscopy using deep neural networks
AG Villa, A Salazar, I Stefanini
arXiv preprint arXiv:1801.10443, 2018
22018
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning
A Gomez-Villa, B Twardowski, K Wang, J van de Weijer
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
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