Accepted Papers

Full Papers

Paper ID	Paper Title	Author Names	PDF	Citation
9	Deep learning for the identification of multidrug resistance in MALDI-TOF MS samples of Escherichia coli Machine Learning for Science Poster	Xaviera Lopez-Cortés, Jose Manriquez-Troncoso		Lopez-Cortés, X. et al., (2023). Deep learning for the identification of multidrug resistance in MALDI-TOF MS samples of Escherichia coli [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312102
21	FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation Machine Learning for Science Poster	Adrian Celaya, Beatrice Riviere, David Fuentes		Celaya, A. et al., (2023). FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312104
23	Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach Machine Learning for Science Poster	Carolina González-Cavazos, Roger Tu, Meghamala Sinha, Andrew I. Su		González-Cavazos, C. et al., (2023). Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://research.latinxinai.org/papers/neurips/2023/pdf/Carolina_Gonzalez-Cavazos.pdf
38	Joint Inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO2 Plumes via Deep Learning Machine Learning for Science Poster	Adrian Celaya, Mauricio Araya-Polo		Celaya, A. et al., (2023). Joint Inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO2 Plumes via Deep Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://research.latinxinai.org/papers/neurips/2023/pdf/Adrian_Celaya2.pdf

Poster Presentations

Paper ID	Paper Title	Author Names	PDF	Citation
4	BERTaú: Itaú BERT for digital customer service Applications Poster	Paulo R. Finardi, José Die Viegas, Gustavo Ferreira, Alex Fernandes, Vinicius F. Caridá		Caridá, V. F. et al., (2023). BERTaú: Itaú BERT for digital customer service [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312107
7	Self-Consuming Generative Models go MAD Deep Learning Poster	Josue Casco-Rodriguez, Sina Alemohammad, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard Baraniuk		Casco-Rodriguez, J. et al., (2023). Self-Consuming Generative Models go MAD [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312101
8	Cluster-Aware Algorithms for AI-Enabled Precision Medicine Machine Learning for Science Poster	Amanda M Buch, Conor Liston, Logan Grosenick		Buch, A. M. et al., (2023). Cluster-Aware Algorithms for AI-Enabled Precision Medicine [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai2023121011
14	Evaluating Non-Functional Requirements Classification for Spanish Text: Traditional vs. Deep Learning Approaches Applications Poster	María Isabel Limaylla-Lunarejo, Nelly Condori-Fernandez, Miguel Angel Rodriguez Luaces		Limaylla-Lunarejo, M. I. et al., (2023). Evaluating Non-Functional Requirements Classification for Spanish Text: Traditional vs. Deep Learning Approaches [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312103
19	Assessment of Semantic Segmentation Models for Landslide Monitoring Using Satellite Imagery in Peruvian Andes Machine Learning for Science Poster	Roy Yali, Pablo Fonseca, Cesar Beltran		Yali, R. et al., (2023). Assessment of Semantic Segmentation Models for Landslide Monitoring Using Satellite Imagery in Peruvian Andes [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312108
22	Enhancing Anomaly Detection with Spatial Transform Networks Optimization Poster	Renato Castro Cruz, Cristian Lazo Quispe		Castro Cruz, R. et al., (2023). Enhancing Anomaly Detection with Spatial Transform Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai2023121010
34	The Representation Jensen-Shannon Divergence Probabilistics Methods Poster	Jhoan K. Hoyos, Santiago Posso-Murillo, Luis G. Sanchez-Giraldo		Hoyos, J. K. et al., (2023). The Representation Jensen-Shannon Divergence [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://research.latinxinai.org/papers/neurips/2023/pdf/Jhoan_Hoyos.pdf
35	A Saliency-based Clustering Framework for Identifying Aberrant Predictions Deep Learning Poster	Aina Tersol Montserrat, Alexander R. Loftus, Yael Daihes		Montserrat, A. T. et al., (2023). A Saliency-based Clustering Framework for Identifying Aberrant Predictions [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312109
37	Behavioral Classification and Characterization of Autism Spectrum Disorder in Naturalistic Settings using Classical Machine Learning Machine Learning for Science Poster	Elliot Huang, Lemuel Mojica Vazquez, Nicolas Echevarrieta-Catalan, Laura Vitale, Daniel S. Messinger, Vanessa Aguiar-Pulido		Aguiar-Pulido, V. et al., (2023). Behavioral Classification and Characterization of Autism Spectrum Disorder in Naturalistic Settings using Classical Machine Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312105
41	Task-Specific or Task-Agnostic? A Statistical Inquiry into BERT for Human Trafficking Risk Prediction Applications Poster	Ana Paula Arguelles Terron, Jorge Yero Salazar, Pablo Rivas, Ernesto Quevedo Caballero, Alejandro Rodriguez Perez		Rivas, P. et al., (2023). Task-Specific or Task-Agnostic? A Statistical Inquiry into BERT for Human Trafficking Risk Prediction [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana. https://doi.org/10.52591/lxai202312106
5	Delta Data Augmentation: Enhancing Adversarial Robustness with Adversarial Sampling Optimization Poster	Iván Reyes-Amezcua, Jorge E Gonzalez Zapata, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez		Reyes-Amezcua, I. et al., (2023). Delta Data Augmentation: Enhancing Adversarial Robustness with Adversarial Sampling [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
12	Contrastive Predict-and-Search for Mixed Integer Linear Programs Deep Learning Poster	Taoan Huang, Aaron Ferber, Arman Zharmagambetov, Yuandong Tian, Bistra Dilkina		Huang. T. et al., (2023). Contrastive Predict-and-Search for Mixed Integer Linear Programs [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
16	Learning Abstract World Models for Value-preserving Planning with Options Applications Poster	Rafael Rodriguez-Sanchez, George Konidaris		Rodriguez-Sanchez, R. et al., (2023). Learning Abstract World Models for Value-preserving Planning with Options [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
18	Towards automatic identification of self-reported COVID-19 tweets: introducing a multilingual manually annotated dataset, baseline systems, and exploratory evaluations Machine Learning for Science Poster	Ramya Tekumalla, Luis Alberto Robles Hernandez, Juan M Banda		Tekumalla. R. et al., (2023). Towards automatic identification of self-reported COVID-19 tweets: introducing a multilingual manually annotated dataset, baseline systems, and exploratory evaluations [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
26	Evaluating zero-shot image classification based on visual language model with relation to background shift Evaluation Poster	Flávio Arthur Oliveira Santos, Maynara Donato de Souza, Cleber Zanchettin		Oliveira Santos, F. A. et al., (2023). Evaluating zero-shot image classification based on visual language model with relation to background shift [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
32	CNN Analysis of Tau Pathologies based on Post-mortem Immunofluorescence Imaging Machine Learning for Science Poster	Liliana Diaz-Gomez, Jose A. Cantoral-Ceballos, Miguel A. Ontiveros-Torres, Andres E. Gutierrez-Rodriguez		Cantoral-Ceballos, J. A. et al., (2023). CNN Analysis of Tau Pathologies based on Post-mortem Immunofluorescence Imaging [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.
51	L1-Based Neural Gas Algorithms Optimization Poster	Nico L. Cavalcanti Jr, Francisco de A. T. de Carvalho		Cavalcanti Jr, N. L. et al., (2023). L1-Based Neural Gas Algorithms [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2023, New Orleans, Louisiana.