Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction. - Abraham Montoya Obeso; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta; Jenny Benois-Pineau (CBMI, 2017)

Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features. - Abraham Montoya Obeso; Jenny Benois-Pineau; Alejandro Alvaro Ramírez-Acosta; Mireya S. García-Vázquez (J. Electronic Imaging, 2017)

Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (CBMI, 2018)

Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs. - Abraham Montoya Obeso; Jenny Benois-Pineau; Kamel Guissous; Valérie Gouet-Brunet; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta (IPTA, 2018)

Dropping Activations in Convolutional Neural Networks with Visual Attention Maps. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (CBMI, 2019)

Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (IPTA, 2019)

Organizing Cultural Heritage with Deep Features. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (SUMAC @ ACM Multimedia, 2019)

Saliency-based selection of visual content for deep convolutional neural networks - Application to architectural style classification. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta (Multim. Tools Appl., 2019)

Recognition of Mexican cultural content with Deep learning networks. (Reconnaissance du patrimoine Mexicaine sous forme numérique par des réseaux d'apprentissage profond). - Abraham Montoya Obeso (2020)

Visual vs internal attention mechanisms in deep neural networks for image classification and object detection. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (Pattern Recognit., 2022)