26 citations · 44 across the 14 of their papers we have counts for
25 papers
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search
Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante
We propose a novel approach for the challenge of designing less complex yet highly effective convolutional neural networks (CNNs) through the use of cartesian genetic programming (…
Comparison of classifiers in challenge scheme
Sergio Nava-Muñoz, Mario Graff Guerrero, Hugo Jair Escalante
In recent decades, challenges have become very popular in scientific research as these are crowdsourcing schemes. In particular, challenges are essential for developing machine lea…
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Dong Wang, Jia Guo, Qiqi Shao +9
Face anti-spoofing (FAS) is an essential mechanism for safeguarding the integrity of automated face recognition systems. Despite substantial advancements, the generalization of exi…
Surveillance Face Presentation Attack Detection Challenge
Hao Fang, Ajian Liu, Jun Wan +3
Face Anti-spoofing (FAS) is essential to secure face recognition systems from various physical attacks. However, most of the studies lacked consideration of long-distance scenarios…
Predicting students' performance in online courses using multiple data sources
Mélina Verger, Hugo Jair Escalante
Data-driven decision making is serving and transforming education. We approached the problem of predicting students' performance by using multiple data sources which came from onli…
Multi-Branch Deep Radial Basis Function Networks for Facial Emotion Recognition
Fernanda Hernández-Luquin, Hugo Jair Escalante
Emotion recognition (ER) from facial images is one of the landmark tasks in affective computing with major developments in the last decade. Initial efforts on ER relied on handcraf…