Mireya Saraí García-Vázquez

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Visual Saliency

Image Classification

Convolutional Neural Networks

Salient Regions

Top Venues

Pattern Recognit.

SUMAC @ ACM Multimedia

Publications

Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection. Pattern Recognit. 123 (2022)
Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta
Dropping Activations in Convolutional Neural Networks with Visual Attention Maps. CBMI (2019)
Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta
Organizing Cultural Heritage with Deep Features. SUMAC @ ACM Multimedia (2019)
Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta
Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms. IPTA (2019)
Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García-Vázquez, Alejandro Alvaro Ramírez-Acosta
Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification. CBMI (2018)