LatinX in Computer Vision Research Workshop

Enhancing Vision Transformer Explainability Using Artificial Astrocytes

Nicolas Echevarrieta-Catalan,

Ana Ribas-Rodriguez,

Francisco Cedron,

Odelia Schwartz,

Vanessa Aguiar-Pulido

[pdf] [arXiv]

[bibtex]

@InProceedings{Echevarrieta-Catalan_2025_CVPR, author = {Echevarrieta-Catalan, Nicolas and Ribas-Rodriguez, Ana and Cedron, Francisco and Schwartz, Odelia and Aguiar-Pulido, Vanessa}, title = {Enhancing Vision Transformer Explainability Using Artificial Astrocytes}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {58-64} }

Slot Attention-based Feature Filtering for Few-Shot Learning

Javier Ródenas Cumplido,

Eduardo Aguilar,

Petia Radeva

[pdf]

[bibtex]

@InProceedings{Cumplido_2025_CVPR, author = {Cumplido, Javier R\'odenas and Aguilar, Eduardo and Radeva, Petia}, title = {Slot Attention-based Feature Filtering for Few-Shot Learning}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {30-40} }

NExNet Seg: Neuron Expansion Network for Medical Image Segmentation

Abel Reyes-Angulo,

Sidike Paheding

[pdf] [supp]

[bibtex]

@InProceedings{Reyes-Angulo_2025_CVPR, author = {Reyes-Angulo, Abel and Paheding, Sidike}, title = {NExNet Seg: Neuron Expansion Network for Medical Image Segmentation}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {1-10} }

PineSORT: A Simple Online Real-time Tracking Framework for Drone Videos in Agriculture

Danny Xie-Li,

Fabian Fallas-Moya

[pdf] [supp]

[bibtex]

@InProceedings{Xie-Li_2025_CVPR, author = {Xie-Li, Danny and Fallas-Moya, Fabian}, title = {PineSORT: A Simple Online Real-time Tracking Framework for Drone Videos in Agriculture}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {65-74} }

HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection

Esteban Rivera,

Surya Prabhakaran,

Markus Lienkamp

[pdf] [arXiv]

[bibtex]

@InProceedings{Rivera_2025_CVPR, author = {Rivera, Esteban and Prabhakaran, Surya and Lienkamp, Markus}, title = {HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {11-20} }

Emotions in LatAm: A new dataset and benchmark for emotion recognition in Latin America

Pooja Kishore Kumar,

Willams de Lima Costa,

Renato Nogueira Ferraz e Oliveira,

Veronica Teichrieb,

Estefania Talavera Martinez

[pdf]

[bibtex]

@InProceedings{Kumar_2025_CVPR, author = {Kumar, Pooja Kishore and de Lima Costa, Willams and e Oliveira, Renato Nogueira Ferraz and Teichrieb, Veronica and Martinez, Estefania Talavera}, title = {Emotions in LatAm: A new dataset and benchmark for emotion recognition in Latin America}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {41-47} }

Towards Faster and More Compact Foundation Models for Molecular Property Prediction

Yasir Ghunaim,

Andrés Villa,

Gergo Ignacz,

Gyorgy Szekely,

Motasem Alfarra,

Bernard Ghanem

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ghunaim_2025_CVPR, author = {Ghunaim, Yasir and Villa, Andr\'es and Ignacz, Gergo and Szekely, Gyorgy and Alfarra, Motasem and Ghanem, Bernard}, title = {Towards Faster and More Compact Foundation Models for Molecular Property Prediction}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {48-57} }

Scaling laws in zero-shot gender classification using CLIP

Lucas M. Ceschini,

Gabriel O. Ramos,

Claudio R. Jung

[pdf]

[bibtex]

@InProceedings{Ceschini_2025_CVPR, author = {Ceschini, Lucas M. and Ramos, Gabriel O. and Jung, Claudio R.}, title = {Scaling laws in zero-shot gender classification using CLIP}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {21-29} }