Speakers

Angeles Lopez Flores

BSc Student at Universidad Autonoma Metropolitana

Emotion recognition using Texture Maps and Convolutional Neural Networks

Lourdes Ramírez Cerna (National University of Trujillo)

Lourdes

Meta-learning for skin cancer detection using Deep Learning techniques

Sara Iris Garcia (University Coventry)

Master Student

EXP4-DFDC- A Non-Stochastic Multi-Armed Bandit for Cache Replacement

Farzana Beente Yusuf is a Ph.D.

Ph.D. candidate at the School of Computing and Information Sciences, Florida International University

An end-to-end approach for the verification problem through learned metric-like spaces

Joao Monteiro

PhD candidate Institut National de la Recherche Scientifique - Montreal

DiPol-GAN- Generating Molecular Graphs Adversarially with Relational Differentiable Pooling

Pablo Rivas, Ph.D.

Assistant Professor of Computer Science Marist College

Auto-Rotating Perceptrons

PhD Daniel Saromo Mori.

teaching assistant at Pontificia Universidad Cat—lica del Perœ

Posters

  • Abraham sanchez "Deep learning models for diabetic retinophaty screening program" (Gobierno de Jalisco )
  • Adilson L Khouri "An ontology and frequency-based approach, with machine learning, to recommend activities in scientific workflows" (USP)
  • Agostina Larrazabal "Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders" (Universidad Nacional del Litoral)
  • Alfredo A De La Fuente "Expressiveness of Neural Processes" (Schlumberger software Technology innovation Center)
  • Arturo oncevay "Revisiting Syllable-aware Language Modelling" (University of edinburgh)
  • Bruna Silva "Understanding Algorithmic Fairness in Health Care: A Proposed Case Study with Three Datasets" (Universidade Federal de Minas Gerais)
  • Daniel Alcides Saromo Mori "Auto-Rotating Perceptrons" (Pontificia Universidad Católica del Peru )
  • Daniel Alfredo Palomino Paucar "Advanced Transfer Learning Approach for Improving Sentiment Analysis on Different Dialects of Spanish" (National University of Engineering)
  • Daniel Buades Marcos "Using a self-supervised encoder for anticipating failures in industrial equipment" (Polytecnique Montreal)
  • Daniel Ruiz-Perez "Application of Bayesian Techniques to Multiomic Longitudinal Data" (Florida International University)
  • Daniel Ruiz-Perez "Role of gut microbiota and their temporal interactions in kidney transplant recipients" (Florida International University)
  • Darwin D Saire Pilco "Semantic Segmentation on Image Using Multi-task Hourglass Networks" (University of Campinas)
  • David Brenes "Multi-Task Deep Learning Model for Improved Histopathology Prediction from In-Vivo Microscopy Images" (Rice University)
  • Dennis H Núñez Fernández "Development of a hand pose recognition system on an embedded computer using CNNs" (Universidad Nacional de ingenieria)
  • Dennis H Núñez Fernández "Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence" (Universidad Peruana Cayetano Heredia)
  • Dennis H Núñez Fernández "Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis" (Universidad Peruana Cayetano Heredia)
  • Diana M Diaz Herrera "Incorporating Climate Change in Spatiotemporal Species Distribution Models for cattle tick Rhipicephalus (Boophilus) microplus" (Wayne State University)
  • Dustin Javier Carrion "Biometric system based on electroencephalogram analysis" (Yachay Tech University)
  • Edson Luque "A novel stochastic model based on echo state networks for hydrological time series forecasting"
  • Edward Jorge Yuri Cayllahua cahuina "A study of observation scales based on the FH dissimilarity measure" (San Pablo Catholic University)
  • Erick D Tornero "Reinforcement Learning Approach to Fly Quadcopters with a Faulted Rotor" (UCSP)
  • Errol Wilderd Wilderd Mamani Condori "Aggressive Language Identification in Social Media using Deep Learning" (UCSP)
  • Esaú Villatoro-Tello "Finding Evidence Of The Sexual Predators Behavior" (Universidad Autonoma Metropolitana)
  • Felipe A. Moreno-Vera "Understanding Safety Based on Urban Perception" (Universidad Catolica San Pablo)
  • Felipe Leno da Silva "Autonomously Reusing Knowledge in Multiagent Reinforcement Learning" (university of Sao Paulo)
  • Fernando J Yanez "Building Bridges: Implementing Redundancy Analysis by means of a Neural Network" (Universidad Metropolitana)
  • Gabriel Jimenez "Skin Cancer Analysis using Deep Learning" (PaPaMED)
  • Gabriela Ramirez-de-la-Rosa "Mental lexicon for personality identification in texts" (Universidad Autónoma Metropolitana)
  • Gean T Pereira "Transfer Learning for Algorithm Recommendation" (University of São Paulo)
  • Gerson Waldyr Vizcarra Aguilar "Paraphrase Generation via Adversarial Penalizations" (San Pablo Catholic University)
  • Gilberto Ochoa-Ruiz "Road Damage Acquisition System based on RetinaNet for Physical Asset Management" (Tec de Monterrey)
  • Giri Narasiman "EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for Cache Replacement" (Floridad International University)
  • Hansenclever F Bassani "Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World" (Universidade Federal de Pernambuco)
  • Isabela Albuquerque "Adversarial target-invariant representation learning" (Institut National de la Recherche Scientifique)
  • Israel Nazareth Chaparro Cruz "Generative Adversarial Networks for Image Synthesis and Semantic Segmentation in Brain Stroke Images" (Universidad Católica San Pablo)
  • Ivan D Arraut Guerrero "Mapping the loss of information of Bosonic (Physical) systems into neural networks with applications in Machine learning" (The Open University of Hong Kong)
  • Ivan Vladimir Meza Ruiz "Towards Identifying for Evidence of Drain Brain from Web Search Results using Reinforcement Learning" (universidad Nacional Autonoma de México)
  • Jefferson J Quispe Pinares "Automatically Personalized Pain Intensity Estimation from Facial Expressions using CNN-RNN and HCRF in videos". (Universidad CatólicaSanPablo)
  • Jessica Soares dos Santos "Investigating Transfer Learning Approaches for Mining Opinions in the Electoral Domain" (Universidade Federal Fluminense)
  • Jesús Castillo Cabello "Solving the generalized non-linear Schrödinger equations with genetic algorithms" (Tec de Monterrey)
  • Jesús García-Ramírez "Which Kernels to Transfer in Deep Q-Networks?" (INAOE)
  • Joao B Monteiro "An end-to-end approach for the verification problem through learned metric-like spaces" (Institut National de la Recherche Scientifique)
  • JOHAN SAMIR OBANDO CERON "Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data" (Universidad Autonoma de Occidente)
  • Johnny Torres "Seq2Seq Neural Architecture for Recommending Short Text Conversations" (ESPOLUniversity)
  • Jose Paniagua "Generation of time response of linear and nonlinear dynamic systems using autoencoders" (Universidad Autonoma de Occidente)
  • Joseph A Gallego "Robust Estimation in Reproducing Kernel Hilbert "(National University Of Colombia)
  • José Chávez Ambient "Lighting Generation for Flash Images with Conditional Adversarial Networks" (UCSP)
  • Juan A Carvajal "Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration" (Purdue University)
  • Juan M Banda "Weak supervision for electronic phenotyping using electronic health records" (Georgia State University)
  • Karla C Otiniano-Rodríguez "Object Recognition using a Region Detector Based on Hierarchies of Partitions" (Esiee Paris (Paris-Est))
  • Karol Baca-Lopez "A genetic algorithm implementation for spatio-temporal variogram modelling to determine air quality monitoring network representativeness" (Autonomous University of the State of Mexico)
  • Lazo Quispe Cristian "Segmentation of skin lesions and their attributes using Generative Adversarial Networks" (Universidad Nacional de ingenieria)
  • leandro ticlia de la cruz "A Machine Learning Approach For Blood Vessels Segmentation In Chorioallantoic Membrane Images" (IO-USP)
  • Lourdes Martinez-Villaseñor "Overview of UP-Fall Detection Project" (Universidad Panamericana)
  • Lourdes Ramírez Cerna "Emotion recognition using Texture Maps and Convolutional Neural Networks" (National University of Trujillo)
  • Lucas Oliveira Souza "Dynamic Sparse Neural Networks" (Numenta)
  • Lucy Alsina Choque Mansilla "Object Segmentation by Oriented Image Foresting Transform with Connectivity Constraints" (University of São Paulo)
  • Luis A Avendaño Muñoz "Transfer Learning applied to Reinforcement Learning problem with continuous state space using Human-like recall/association" (Universidad de los Andes)
  • Luis E Colchado "Interpolation and Prediction of PM2.5 based on Conditional Generative Adversarial Network and a forecasting model" (Universidad Católica San Pablo )
  • Luis Fernando Cantu "Algorithmic Targeting of Social Policies: Accuracy & Fairness" (ITAM)
  • Manasses A. Mauricio "Pain Intensity Estimation using Spatiotemporal Facial Features" (Universidad Católica San Pablo)
  • Marcio Fonseca "Deep Predictive Coding for Multimodal Spatiotemporal Representation Learning" (Câmara dosDeputados)
  • Marleny Hilasaca "User-Centered Feature Space Transformation" (University of Sao Paulo)
  • Mateo Dulce "Crime prediction using self-exciting point processes and image features as covariates" (Quantil)
  • Mikiyas Gulema Tefera "Music video classification using audio and visual features" (Bahir Dar Univerity)
  • Mohammed Ali Mr. Adem "Energy Optimization of Wireless Sensor Network Using Neuro-Fuzzy Algorithms" (Bahirdar University)
  • Musfiqur Sazal "Signed Causal Bayesian Networks for Microbiomes" (FIU)
  • Nicolas Ignacio Fredes Y Nicolás Nieto "On the Impact of Gender Bias in Medical Imaging Classifiers for Computer-aided Diagnosis" ( Research institute for signals, systems and computational inteligence)
  • Nils Murrugarra-Llerena "Involving humans to learn attributes" (University of Pittsburgh)
  • Omar DeGuchy "Relation Augmentation: A Gradient Boosting Approach for Detecting Genomic Anomalies" (University of california, merced)
  • Omar U Florez "Memory Networks Encode Knowledge Bases to Generate More Fluent Dialogue Responses" (Capital One)
  • Omar U Florez "On the Unintended Social Bias of Training Language Generation Models with Latin American Newspapers" (Capital One)
  • Oralia Nolasco-Jauregui "A Machine Learning approach to Neural Information Decoding of Spike Train Distances in the Peripheral Nervous System" (Tecana American University)
  • Oscar F Leong "Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems" (RiceUniversity)
  • Pablo Rivas "DiPol-GAN: Generating Molecular Graphs Adversarially with Relational Differentiable Pooling" (Marist College)
  • Paul Augusto Bustios Belizario "A Deep Learning Model for Motor Imagery Classification" (University of Sao Paulo)
  • Paul Augusto Bustios Belizario "Learning Bandpass and Common Spatial Pattern Filters for Motor Imagery Classification" (University of Sao Paulo)
  • Paula Rodriguez "Efficient allocation of law enforcement resources using predictive police patrolling" (Quantil)
  • Paulo Mann "See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data" (Institute ofComputing / Universidade Federal Fluminense)
  • Pedro A Colon-Hernandez "Does a dog desire cake? - Expanding Knowledge Base Assertions Through Deep Relationship Discovery "(MIT Media Lab)
  • Pedro H. M. Braga "Backpropagating the Unsupervised Error of Self-Organizing Maps to Deep Neural Networks" (Universidade Federal de Pernambuco)
  • Rensso V. H. Mora Colque "Anomaly event detection based on people trajectories for surveillance videos" (UFMG)
  • Ricardo Benitez-Jimenez "Meta-Webly Supervised Learning for object recognition" (Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE))
  • Ricardo Carrillo Mendoza "Model car architecture for education in Robotics and Deep Neural Networks" (FU Berlin)
  • Robert A Aduviri "Feature Selection Algorithm Recommendation for Gene Expression data with Meta Learning" (Pontifical Catholic University of Peru)
  • Rocio M Zorrilla "On The Selection of Predictive Models in Production" (Laboratorio Nacional de Computacao Cientifica)
  • Rodrigo A Toro Icarte "Learning Reward Machines for Partially Observable Reinforcement Learning (Abridged Report) "(University of Toronto and Vector Institute)
  • Rodrigo A. Vargas-Hernandez "Gaussian Processes for simulating complex quantum systems" (Chemical Physics Theory Group, Department of Chemistry, University of Toronto)
  • Rodrigo C Bonini "Speeding up Reinforcement Learning for Inference and Control of Gene Regulatory Networks" (Universidade Federal do ABC)
  • Santiago Miret "Neural Network Autoencoders for Compressed Neuroevolution" (Intel AI Lab)
  • Santiago Toledo-Cortés "Large Scale Learning Techniques For Least Squares Support Vector Machines" (Universidad Nacional deColombia)
  • Sara I Garcia "Meta-learning for skin cancer detection using Deep Learning techniques" (UniversityCoventry)
  • Sidney Araujo Melo "Representation Learning in Game Provenance Graphs" (Institute of Computing / Universidade Federal Fluminense)
  • Susana Benavidez "Improving Hate Speech Classification on Twitter" (Stanford University)
  • Túlio Corrêa Loures "An Evaluation Benchmark for Online Discussion Representation Models" (Universidade Federal de Minas Gerais)
  • Victoria Peterson "Optimizing the regularization parameters selection in sparse modeling" (Instituto de Matemática Aplicada del Litoral)
  • Vítor Lourenço "Towards Learning Better Representations for Completion of Real-World Knowledge Bases"(Universidade Federal Fluminense)
  • walter M Mayor "Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split Videos on a Parallel Processing Infrastructure" (Univesity Autonoma de Occidente)
  • Xochitl Watts "Global Model Explanation for Time Series" (Stanford University Alumni)
  • Y "Fast Calorimeter Simulation with Wasserstein Generative Adversarial Networks "(University of Helsinki)

The LXAI Workshop at NeurIPS is only one of the many research and engineering programs our organization is hosting. Please visit our main page to learn more about Latinx in AI initiatives around the world.