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Multi-Branch Deep Radial Basis Function Networks for Facial Emotion Recognition



Fernanda Hernández-Luquin , Hugo Jair Escalante

* Neural Comput & Applic (2021) 

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Predicting students' performance in online courses using multiple data sources



Mélina Verger , Hugo Jair Escalante


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3D High-Fidelity Mask Face Presentation Attack Detection Challenge



Ajian Liu , Chenxu Zhao , Zitong Yu , Anyang Su , Xing Liu , Zijian Kong , Jun Wan , Sergio Escalera , Hugo Jair Escalante , Zhen Lei , Guodong Guo


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ChaLearn Looking at People: Inpainting and Denoising challenges



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



Hugo Jair Escalante

* Preprint submitted to Springer 

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



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



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



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



Jorge Madrid , Hugo Jair Escalante , Eduardo Morales


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