Mauricio Mendez-Ruiz

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Metric Learning

Margin Maximization

Nearest Neighbor Classification

Significant Features

Top Venues

Publications

Carlos Vilchis, Carmina Pérez-Guerrero, Mauricio Mendez-Ruiz, Miguel González-Mendoza
A survey on the pipeline evolution of facial capture and tracking for digital humans. Multim. Syst. 29 (4) (2023)
Mauricio Mendez-Ruiz, Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Francisco Lopez-Tiro, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz
SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification. CoRR (2023)
Victor Hernández-Manrique, Miguel González-Mendoza, Carlos Vilchis, Mauricio Mendez-Ruiz, Carmina Pérez-Guerrero
Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model. MICAI (1) (2023)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. MICAI (1) (2022)
Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Mauricio Mendez-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Guided Deep Metric Learning. CoRR (2022)
Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Mauricio Mendez-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Guided Deep Metric Learning. CVPR Workshops (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El Beze, Vincent Estrade, Gilberto Ochoa-Ruiz, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification. CoRR (2022)
Mauricio Mendez-Ruiz, Ivan Garcia, Jorge Gonzalez-Zapata, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Finding Significant Features for Few-Shot Learning Using Dimensionality Reduction. MICAI (1) (2021)
Mauricio Mendez-Ruiz, Ivan Garcia, Jorge Gonzalez-Zapata, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Finding Significant Features for Few-Shot Learning using Dimensionality Reduction. CoRR (2021)