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ChaLearn Looking at People: Inpainting and Denoising challenges

Jun 24, 2021
Sergio Escalera, Marti Soler, Stephane Ayache, Umut Guclu, Jun Wan, Meysam Madadi, Xavier Baro, Hugo Jair Escalante, Isabelle Guyon

* Inpainting and Denoising Challenges. The Springer Series on Challenges in Machine Learning. Springer, Cham. (2019) 

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Automated Machine Learning -- a brief review at the end of the early years

Aug 24, 2020
Hugo Jair Escalante

* Preprint submitted to Springer 

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Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review

Apr 23, 2020
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

* 18 figures, 6 tables, 12 pages 

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CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing

Aug 28, 2019
Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li

* Journal extension of our previous conference paper: arXiv:1812.00408 

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Towards AutoML in the presence of Drift: first results

Jul 24, 2019
Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michele Sebag

* AutoML 2018 @ ICML/IJCAI-ECAI 

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Meta-learning of textual representations

Jul 19, 2019
Jorge Madrid, Hugo Jair Escalante, Eduardo Morales

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AutoML @ NeurIPS 2018 challenge: Design and Results

Mar 14, 2019
Hugo Jair Escalante, Wei-Wei Tu, Isabelle Guyon, Daniel L. Silver, Evelyne Viegas, Yuqiang Chen, Wenyuan Dai, Qiang Yang

* Preprint submitted to NeurIPS2018 Volume of Springer Series on Challenges in Machine Learning 

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Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

Oct 15, 2018
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Gucluturk, Umut Guclu, Xavier Baro, Isabelle Guyon, Julio Jacques Junior, Meysam Madadi, Stephane Ayache, Evelyne Viegas, Furkan Gurpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

* Preprint submitted to IJCV 

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A visual approach for age and gender identification on Twitter

May 28, 2018
Miguel A. Alvarez-Carmona, Luis Pellegrin, Manuel Montes-y-G贸mez, Fernando S谩nchez-Vega, Hugo Jair Escalante, A. Pastor L贸pez-Monroy, Luis Villase帽or-Pineda, Esa煤 Villatoro-Tello

* Miguel A. Alvarez-Carmona, Luis Pellegrin et al. A visual approach for age and gender identification on Twitter. Journal of Intelligent and Fuzzy Systems, vol. 34, no. 5, pp. 3133-3145, 2018 

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First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis

Apr 21, 2018
Julio C. S. Jacques Junior, Ya臒mur G眉莽l眉t眉rk, Marc P茅rez, Umut G眉莽l眉, Carlos Andujar, Xavier Bar贸, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera

* submitted to IEEE Transactions on Affective Computing 

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Towards Deep Representation Learning with Genetic Programming

Feb 20, 2018
Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

* EuroGP preprint 

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Fractal dimension analysis for automatic morphological galaxy classification

Jun 22, 2017
Jorge de la Calleja, Elsa M. de la Calleja, Hugo Jair Escalante

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ChaLearn Looking at People: A Review of Events and Resources

Feb 15, 2017
Sergio Escalera, Xavier Bar贸, Hugo Jair Escalante, Isabelle Guyon

* Paper to appear in proceedings of IJCNN 2017 - IEEE - Associated website: 

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Early text classification: a Naive solution

Sep 20, 2015
Hugo Jair Escalante, Manuel Montes-y-G贸mez, Luis Villase帽or-Pineda, Marcelo Luis Errecalde

* 8 pages, preprint submitted to SDM'16 

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Term-Weighting Learning via Genetic Programming for Text Classification

Oct 06, 2014
Hugo Jair Escalante, Mauricio A. Garc铆a-Lim贸n, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-G贸mez, Eduardo F. Morales

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Principal motion components for gesture recognition using a single-example

Jan 31, 2014
Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan

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An estimation of distribution algorithm with adaptive Gibbs sampling for unconstrained global optimization

May 29, 2013
Jon谩s Velasco, Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Karlo Mendoza, C茅sar Emilio Villarreal-Rodr铆guez, 脫scar L. Chac贸n-Mondrag贸n, Adri谩n Rodr铆guez, Arturo Berrones

* This paper has been withdrawn by the author by request of the journal in which has been accepted for publication 

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