Alex Gomez-Villa

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Augusto SalazarUniversidad de AntioquiaVerified email at udea.edu.co
Marcelo BertalmíoSenior Research Scientist, Spanish National Research Council (CSIC)Verified email at csic.es
Javier Vazquez-Corral (ORCID: 0000-...Associate Professor, Universitat Autònoma de Barcelona & Researcher, Computer Vision CenterVerified email at cvc.uab.cat
Jesus MaloProfessor of Vision Science, Universitat de ValenciaVerified email at uv.es
Jhony H. GiraldoAssistant Professor, Télécom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
Adrián Martín FernándezSenior Scientist at CorsmedVerified email at corsmed.com
Bartłomiej TwardowskiComputer Vision Center UAB, IDEAS NCBRVerified email at cvc.uab.es
Francisco VargasProfessor at Universidad de AntioquiaVerified email at udea.edu.co
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Andrew D. BagdanovAssociate Professor, University of Florence, ItalyVerified email at unifi.it
Kai WangCVC, UABVerified email at cvc.uab.es
LU YU （余璐）Associate Professor, Tianjin University of TechnologyVerified email at cvc.uab.es
Marco BuzzelliUniversity of Milano – BicoccaVerified email at unimib.it
Valentina FranceschiDipartimento di Matematica, Università di PadovaVerified email at unipd.it
Luca CalatroniMaLGa Machine Learning Genoa Center - Università degli studi di GenovaVerified email at i3s.unice.fr
Benedetta FranceschielloAssociate Professor, School of Engineering, HES-SO Valais-WallisVerified email at hevs.ch
Dario PrandiL2S - CentraleSupelec, Université Paris-SaclayVerified email at centralesupelec.fr
Igor StefaniniSUPSI Senior lecturer and researcherVerified email at supsi.ch

Alex Gomez-Villa

Other namesAlexandra Gomez Villa

Postdoctoral Researcher, Computer Vision Center, UAB

Verified email at cvc.uab.es

Computer vision Machine learning Visual perception


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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	364	2017
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	64	2016
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	55	2019
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	50	2020
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	46	2022
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	40	2018
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	39	2019
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	29	2020
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	24	2020
Contrast sensitivity functions in autoencoders Q Li, A Gomez-Villa, M Bertalmío, J Malo Journal of Vision 22 (6), 8-8, 2022	20	2022
Visual information flow in Wilson–Cowan networks A Gomez-Villa, M Bertalmío, J Malo Journal of Neurophysiology 123 (6), 2249-2268, 2020	20	2020
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	16	2017
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	15	2024
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	15*	2022
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	14	2015
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	13	2017
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	12*	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	5	2016
Embedded remote photoplethysmography AG Villa SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018	2	2018
Counting cells in time-lapse microscopy using deep neural networks AG Villa, A Salazar, I Stefanini arXiv preprint arXiv:1801.10443, 2018	2	2018

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