LatinX in Computer Vision Research

Self-Supervised Learning for Sonar Image Classification

Alan Preciado-Grijalva,

Bilal Wehbe,

Miguel Bande Firvida,

Matias Valdenegro-Toro

[pdf] [supp]

[bibtex]

@InProceedings{Preciado-Grijalva_2022_CVPR, author = {Preciado-Grijalva, Alan and Wehbe, Bilal and Firvida, Miguel Bande and Valdenegro-Toro, Matias}, title = {Self-Supervised Learning for Sonar Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1499-1508} }

Unpaired Faces to Cartoons: Improving XGAN

Stev H. Ramos,

Joel Cabrera,

Daniel Ibáñez,

Alejandro B. Jiménez-Panta,

César Beltrán-Castaño,

Edwin Villanueva

[pdf]

[bibtex]

@InProceedings{Ramos_2022_CVPR, author = {Ramos, Stev H. and Cabrera, Joel and Ib\'a\~nez, Daniel and Jim\'enez-Panta, Alejandro B. and Beltr\'an-Casta\~no, C\'esar and Villanueva, Edwin}, title = {Unpaired Faces to Cartoons: Improving XGAN}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1518-1527} }

Generative Flows as a General Purpose Solution for Inverse Problems

José A. Chávez

[pdf]

[bibtex]

@InProceedings{Chavez_2022_CVPR, author = {Ch\'avez, Jos\'e A.}, title = {Generative Flows as a General Purpose Solution for Inverse Problems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1490-1498} }

Guided Deep Metric Learning

Jorge Gonzalez-Zapata,

Iván Reyes-Amezcua,

Daniel Flores-Araiza,

Mauricio Mendez-Ruiz,

Gilberto Ochoa-Ruiz,

Andres Mendez-Vazquez

[pdf]

[bibtex]

@InProceedings{Gonzalez-Zapata_2022_CVPR, author = {Gonzalez-Zapata, Jorge and Reyes-Amezcua, Iv\'an and Flores-Araiza, Daniel and Mendez-Ruiz, Mauricio and Ochoa-Ruiz, Gilberto and Mendez-Vazquez, Andres}, title = {Guided Deep Metric Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1481-1489} }

A Deeper Look Into Aleatoric and Epistemic Uncertainty Disentanglement

Matias Valdenegro-Toro,

Daniel Saromo Mori

[pdf] [supp]

[bibtex]

@InProceedings{Valdenegro-Toro_2022_CVPR, author = {Valdenegro-Toro, Matias and Mori, Daniel Saromo}, title = {A Deeper Look Into Aleatoric and Epistemic Uncertainty Disentanglement}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {1509-1517} }