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Accepted Papers

Oral Presentations

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4 Towards a Machine Learning Prediction of Electronic Stopping Power Oral Felipe Bivort Haiek

Bivort Haiek, F. et al., (2022). Towards a Machine Learning Prediction of Electronic Stopping Power [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211281
8 Anomaly Detection through Density Matrices and Kernel Density Estimation (AD-DMKDE) Oral Oscar A. Bustos-Brinez, Joseph A Gallego, Fabio A. Gonzalez

Bustos-Brinez, O. A. et al., (2022). Anomaly Detection through Density Matrices and Kernel Density Estimation (AD-DMKDE) [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai2022112810
9 An Interactive Framework for Identifying Latent Themes in Large Text Collections Oral Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin, Dan Goldwasser

Pacheco, M. L. et al., (2022). An Interactive Framework for Identifying Latent Themes in Large Text Collections [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/9_CameraReady.pdf
13 A Modality-level Explainable Framework for Misinformation Checking in Social Networks Oral Vítor Lourenço, Aline Paes

Lourenço, V. et al., (2022). A Modality-level Explainable Framework for Misinformation Checking in Social Networks [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211283
14 Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 Oral William Berrios, Arturo Deza

Berrios, W. et al., (2022). Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/14_CameraReady.pdf
15 Direct Sampling for extreme weather generation Oral Jorge Luis Guevara Diaz, Bianca Zadrozny, Campbell D Watson, Daniela Szwarcman, Debora Lima, Dilermando Queiroz, Leonardo Tizzei, Maria Garcia, Maysa M G Macedo, Priscilla Avegliano

Guevara Diaz, J. L et al., (2022). Direct Sampling for extreme weather generation [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/15_CameraReady.pdf
24 Adapting the Function Approximation Architecture in Online Reinforcement Learning Oral Fatima Davelouis Gallardo, John D Martin, Joseph Modayil, Michael Bowling

Davelouis Gallardo, F. et al., (2022). Adapting the Function Approximation Architecture in Online Reinforcement Learning [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/24_CameraReady.pdf
25 Proactive Detractor Detection Framework Based on Message-Wise Sentiment Analysis Over Customer Support Interactions Oral Juan S. Salcedo Gallo, Jesus Solano, Hernan Garcia, David Zarruk, Alejandro Correa-Bahnsen

Salcedo Gallo, J. S. et al., (2022). Proactive Detractor Detection Framework Based on Message-Wise Sentiment Analysis Over Customer Support Interactions [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211287
26 Sequential Models for Automatic Personality Recognition from Multimodal Information in Social Interactions Oral Jeanfed Ramirez, Hugo Jair Escalante, Luis Villaseñor-Pineda

Ramirez, J. et al., (2022). Sequential Models for Automatic Personality Recognition from Multimodal Information in Social Interactions [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211288
29 Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings Oral Ana Maria Quintero Ossa, Jesus Solano, Hernan Garcia, David Zarruk, Alejandro Correa-Bahnsen, Carlos F Valencia

Quintero Ossa, A. M. et al., (2022). Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings [Oral Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211289

Poster Presentations

Paper ID

Paper Title

Author Names

PDF

Poster

Citation

5 Similarity Search of Low Surface Brightness Galaxies in Large Astronomical Catalogs Poster Marcos Tidball, Cristina Furlanetto

Tidball, M. et al., (2022). Similarity Search of Low Surface Brightness Galaxies in Large Astronomical Catalogs [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211282
12 Using Deep Learning and Macroscopic Imaging of Porcine Heart Valve Leaflets to Predict Uniaxial Stress-Strain Responses Poster Luis H Victor, CJ Barberan, Richard Baraniuk, Jane Grande-Allen

Victor, L. H. et al., (2022). Using Deep Learning and Macroscopic Imaging of Porcine Heart Valve Leaflets to Predict Uniaxial Stress-Strain Responses [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai2022112812
16 On Adversarial Examples for Text Classification By Perturbing Latent Representations Poster Korn Sooksatra, Pablo Rivas, Bikram Khanal

Sooksatra, K. et al., (2022). On Adversarial Examples for Text Classification By Perturbing Latent Representations [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211284
18 Impact of Pose Estimation Models for Landmark-based Sign Language Recognition Poster Gissella Bejarano, Joe Huamani, Cristian Lazo Quispe, Stev Huaman Ramos, Pablo Rivas, Tomas Cerny

Bejarano, G. et al., (2022). Impact of Pose Estimation Models for Landmark-based Sign Language Recognition [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/18_CameraReady.pdf
19 I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance Cameras Poster Hanan Ronaldo Quispe Condori, Jorshinno Sumire Mamani, Harley Vera Olivera, Edwin Alvarez Mamani, Rut Patricia Condori Obregon

Quispe Condori, H. R. et al., (2022). I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance Cameras [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai2022112811
20 Classification of fine hand movements of the same limb through EEG signals Poster Jorge A. Sanchez-Bautista, Javier M. Antelis, Omar Mendoza-Montoya

Sanchez-Bautista, J. A. et al., (2022). Classification of fine hand movements of the same limb through EEG signals [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211285
21 Graph2step: A System for Knowledge Driven Procedural Step Generation Poster Pedro A Colon-Hernandez

Colon-Hernandez, P. A. et al., (2022). Graph2step: A System for Knowledge Driven Procedural Step Generation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/21_CameraReady.pdf
22 Boosting Self-supervised Video-based Human Action Recognition Through Knowledge Distillation Poster Fernando Camarena, Miguel Gonzalez-Mendoza, Leonardo Chang, Neil Hernandez-Gress

Camarena, F. et al., (2022). Boosting Self-supervised Video-based Human Action Recognition Through Knowledge Distillation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://doi.org/10.52591/lxai202211286
27 Neural Collaborative Filtering to Predict Human Contact with Large-Scale GPS data Poster Jorge Barreras Cortes

Barreras Cortes, J. et al., (2022). Neural Collaborative Filtering to Predict Human Contact with Large-Scale GPS data [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2022, New Orleans, USA. https://research.latinxinai.org/papers/neurips/2022/pdf/27_CameraReady.pdf

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