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)

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)

A metric learning approach for endoscopic kidney stone identification. - Jorge Gonzalez-Zapata; Francisco Javier López-Tiro; Elias Villalvazo-Avila; Daniel Flores-Araiza; Jacques Hubert; Gilberto Ochoa-Ruiz; Christian Daul; Andres Mendez-Vazquez (Expert Syst. Appl., 2024)