Finding Significant Features for Few-Shot Learning Using Dimensionality Reduction. - Mauricio Mendez-Ruiz; Ivan Garcia; Jorge Gonzalez-Zapata; Gilberto Ochoa-Ruiz; Andres Mendez-Vazquez (MICAI (1), 2021)

Guided Deep Metric Learning. - Jorge Gonzalez-Zapata; Iván Reyes-Amezcua; Daniel Flores-Araiza; Mauricio Mendez-Ruiz; Gilberto Ochoa-Ruiz; Andres Mendez-Vazquez (CVPR Workshops, 2022)

On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. - Mauricio Mendez-Ruiz; Francisco Javier López-Tiro; Daniel Flores-Araiza; Jonathan El Beze; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Jacques Hubert; Andres Mendez-Vazquez; Christian Daul (MICAI (1), 2022)

On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification. - Mauricio Mendez-Ruiz; Francisco Javier López-Tiro; Jonathan El Beze; Vincent Estrade; Gilberto Ochoa-Ruiz; Jacques Hubert; Andres Mendez-Vazquez; Christian Daul (CoRR, 2022)

Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model. - Victor Hernández-Manrique; Miguel González-Mendoza 001; Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero (MICAI (1), 2023)

SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification. - Mauricio Mendez-Ruiz; Jorge Gonzalez-Zapata; Iván Reyes-Amezcua; Daniel Flores-Araiza; Francisco Javier López-Tiro; Andres Mendez-Vazquez; Gilberto Ochoa-Ruiz (CoRR, 2023)

Modelos 3D de reconstrucción facial: Una breve revisión. - Victor Hernández-Manrique; Miguel González-Mendoza 001; Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero (Res. Comput. Sci., 2023)

A survey on the pipeline evolution of facial capture and tracking for digital humans. - Carlos Vilchis; Carmina Pérez-Guerrero; Mauricio Mendez-Ruiz; Miguel González-Mendoza 001 (Multim. Syst., 2023)

Action unit intensity regression for facial MoCap aimed towards digital humans. - Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero; Miguel González-Mendoza 001 (Multim. Tools Appl., 2025)