Accepted Papers
Extended Abstracts
ID | Paper Title | Author Names | | Poster | Pitch | Citation |
|---|---|---|---|---|---|---|
| 2 | A Tree-Adaptation Mechanism for Covariate and Concept Drift Machine Learning Extended Abstract Oral | Felipe Leno da Silva; Raphael Cobe; Renato Vicente |  |  |  | Leno Da Silva, F. et al., (2021). A Tree-Adaptation Mechanism for Covariate and Concept Drift [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107241 |
| 3 | GAN-based Data Mapping for Model Adaptation Deep Learning Extended Abstract Oral | Felipe Leno da Silva; Ruben Glatt; Raphael Cobe; Renato Vicente | |  | | Leno Da Silva, F. et al., (2021). GAN-based Data Mapping for Model Adaptation [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107242 |
| 4 | Population Dynamics for Discrete Wasserstein Gradient Flows over Networks Applications Extended Abstract Oral | Gilberto Diaz-Garcia; César A. Uribe; Nicanor Quijano; | |  | | Diaz-Garcia, G. et al., (2021). Population Dynamics for Discrete Wasserstein Gradient Flows over Networks [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107243 |
| 5 | Model Reference Adaptive Control for Online Policy Adaptation and Network Synchronization Machine Learning Extended Abstract Oral | Miguel F. Arevalo-Castiblanco; César A. Uribe; Eduardo Mojica-Nava | |  | | Arevalo-Castiblanco, M. F. et al., (2021). Model Reference Adaptive Control for Online Policy Adaptation and Network Synchronization [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107244 |
| 6 | A multiple strategy for plant species identification using images of leaf texture Applications Extended Abstract Oral | Igor Luidji Turra; Sérgio Francisco da Silva; Douglas Farias Cordeiro; Núbia Rosa da Silva | |  | | Rosa da Silva, N. et al., (2021). A multiple strategy for plant species identification using images of leaf texture [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107245 |
| 7 | Computation of Discrete Flows Over Networks via Constrained Wasserstein Barycenters Applications Extended Abstract Oral | Ferran Arqué; César A. Uribe; Carlos Ocampo-Martinez | |  | | Arqué, F. et al., (2021). Computation of Discrete Flows Over Networks via Constrained Wasserstein Barycenters [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107246 |
| 12 | Mask-net: Detection of Correct Use of Masks Through Computer Vision Applications Extended Abstract Oral | Alexander Kalen Targa; Alberto Landi Cortiñas; Nicolas Araque Volk; Alejandro Marcano Van Grieken | |  | | Kalen Targa, A. et al., (2021). Mask-net: Detection of Correct Use of Masks Through Computer Vision [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107247 |
| 13 | Ceramic Cracks Segmentation with Deep Learning Deep Learning Extended Abstract Oral | Gerivan Junior; Janderson Ferreira; Cristian Millán-Aria; Ramiro Daniel; Alberto Casado Junior; Bruno J. T. Fernandes | |  | | Junior, G. et al., (2021). Ceramic Cracks Segmentation with Deep Learning [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107248 |
| 15 | Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC Deep Learning Extended Abstract Oral | Breno Orzari; Thiago R. F. P. Tomei; Maurizio Pierini; Mary Touranakou; Javier Duarte; Raghav Kansal; Jean-Roch Vlimant; Dimitrios Gunopulos | |  | | Orzari, B. et al., (2021). Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai202107249 |
| 16 | Community pooling: LDA topic modeling in Twitter Applications Extended Abstract Oral | Federico Albanese; Esteban Feuerstein | |  | | Albanese, F. et al., (2021). Community pooling: LDA topic modeling in Twitter [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072410 |
| 19 | Image Inpainting Applied to Art Completing Escher’s Print Gallery Deep Learning Extended Abstract Oral | Lucia Cipolina-Kun; Simone Caenazzo; Gaston Mazzei; Aditya Srinivas Menon | |  | | Cipolina-Kun, L. et al., (2021). Image Inpainting Applied to Art Completing Escher’s Print Gallery [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072411 |
| 20 | Effects of personality traits in predicting grade retention of Brazilian students Applications Extended Abstract Oral | Carmen Melo Toledo; Guilherme Mendes Bassedon; Jonathan Batista Ferreira; Lucka de Godoy Gianvechio; Carlos Guatimosim Felipe Maia Polo; Renato Vicente | |  | | De Godoy Gianvechio, L. et al., (2021). Effects of personality traits in predicting grade retention of Brazilian students [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072412 |
| 21 | Towards Computation-Aware Distributed Optimization over Networks Optimization Extended Abstract Oral | Daniel E Ochoa; Jorge I. Poveda; Cesar Uribe | |  | | Ochoa, D. E. et al., (2021). Towards Computation-Aware Distributed Optimization over Networks [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/icml/2021/pdf/paper_21.pdf |
| 22 | Long Short-Term Memory with Slower Information Decay Applications Extended Abstract Oral | Hsiang-Yun Chien; Javier S Turek; Nicole M Beckage; Vy Vo; Christopher Honey; Theodore L Willke | |  | | Turek, J. S. et al., (2021). Long Short-Term Memory with Slower Information Decay [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072413 |
| 26 | Towards Explainable Deep Reinforcement Learning for Traffic Signal Control Deep Learning Extended Abstract Oral | Lincoln V. Schreiber; Gabriel de O. Ramos; Ana L. C. Bazzan | |  | | Schreiber, L. V. et al., (2021). Towards Explainable Deep Reinforcement Learning for Traffic Signal Control [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072414 |
| 27 | Anticipating faults by predicting non-linearity of environment variables with neural networks, a case study in semiconductor manufacturing Applications Extended Abstract Oral | Mateus Begnini Melchiades; Lincoln Vinicius Schreiber; Gabriel de Oliveira Ramos; Cesar David Paredes Crovato; Rodrigo Ivan Goytia Mejia; Rodrigo da Rosa Righi; | |  | | Begnini Melchiader, M. et al., (2021). Anticipating faults by predicting non-linearity of environment variables with neural networks, a case study in semiconductor manufacturing [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072415 |
| 30 | Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection Machine Learning Extended Abstract Oral | Lucas Nunes Alegre; Ana Bazzan; Bruno C. da Silva | |  | | Nunes Alegre, L. et al., (2021). Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/icml/2021/pdf/paper_30.pdf |
| 33 | Vehicle-counting with Automatic Region-of-Interest and Driving-Trajectory detection Applications Extended Abstract Oral | Malolan Vasu; Nelson Abreu; Raysa Vásquez; Christian López | |  | | López, C. et al., (2021). Vehicle-counting with Automatic Region-of-Interest and Driving-Trajectory detection [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072419 |
| 34 | OCDE: Odds Conditional Density Estimator Learning Theory Extended Abstract Oral | Alex A Okuno; Felipe Maia Polo | |  | | Maia Polo, F. et al., (2021). OCDE: Odds Conditional Density Estimator [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/icml/2021/pdf/paper_34.pdf |
| 35 | Generalized linear tree: a flexible algorithm for predicting continuous variables Machine Learning Extended Abstract Oral | Alberto Rodrigues Ferreira; Alex Akira Okuno | |  | | Okuno, A. A. et al., (2021). Generalized linear tree: a flexible algorithm for predicting continuous variables [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072420 |
| 36 | Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies Deep Learning Extended Abstract Oral | Fabio Arnez; Huascar Espinoza; Ansgar Radermacher; François Terrier | |  | | Arnez, F. et al., (2021). Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies [Oral Presentation]. International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/icml/2021/pdf/paper_36.pdf |
| 28 | Aspect-based Sentiment Analysis using BERT with Disentangled Attention Deep Learning Extended Abstract Oral | Emanuel H. Silva; Ricardo M. Marcacini | | | | Marcacini, R. M. et al., (2021). Aspect-based Sentiment Analysis using BERT with Disentangled Attention [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072416 |
| 29 | Spatial Attention Adapted to a LSTM Architecture with Frame Selection for Human Action Recognition in Videos Deep Learning Extended Abstract Oral | Carlos Ismael Orozco; Marı́a Elena Buemi; Julio Jacobo Berlles | | | | Orozco, C. I. et al., (2021). Spatial Attention Adapted to a LSTM Architecture with Frame Selection for Human Action Recognition in Videos [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072417 |
| 32 | Convolutional Neural Networks Evaluation for COVID-19 Classification on Chest Radiographs Applications Extended Abstract Oral | Felipe André Zeiser; Cristiano André da Costa; Gabriel de Oliveira Ramos | | | | Zeiser, F. A. et al., (2021). Convolutional Neural Networks Evaluation for COVID-19 Classification on Chest Radiographs [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://doi.org/10.52591/lxai2021072418 |