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3 Talking with signs: A simple method to detect nouns and numbers in a non-annotated signs language corpus
Action Recognition Full Paper Poster
Huiza, Eric Huiza; Olivares, César


Huiza, E. et al., (2021). Talking with signs: A simple method to detect nouns and numbers in a non-annotated signs language corpus [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/3_CameraReady_03.pdf
4 Assistive signals for deep neural network classifiers
Explainable AI Full Paper Poster
Pestana, Camilo Andres Pestana; Glance, David; Liu, Wei; Owens, Robyn A; Mian, Ajmal


Pestana, C. A. P. et al., (2021). Assistive signals for deep neural network classifiers [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/4_CameraReady_04.pdf
8 I Only Have Eyes for You: The Impact of Masks On Convolutional-Based Facial Expression Recognition
Biometrics Full Paper Poster
Barros, Pablo; Sciutti, Alessandra


Barros, P. et al., (2021). I Only Have Eyes for You: The Impact of Masks On Convolutional-Based Facial Expression Recognition [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/8_CameraReady_08.pdf
10 Generalizable Multi-Camera 3D Pedestrian Detection
3D Vision Full Paper Oral
Lima, Joao Lima; Roberto, Rafael A; Figueiredo, Lucas; Magalhães Simões, Francisco Paulo; Teichrieb, Veronica


Lima, J. et al., (2021). Generalizable Multi-Camera 3D Pedestrian Detection [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/10_CameraReady_10.pdf
19 Filter Distribution Templates in Convolutional Networks for Image Classification Tasks
Deep Learning Full Paper Oral
Izquierdo Cordova, Ramon; Mayol-Cuevas, Walterio


Izquierdo Cordova, R. et al., (2021). Filter Distribution Templates in Convolutional Networks for Image Classification Tasks [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/19_CameraReady_19.pdf
22 BAOD: Budget-Aware Object Detection
Object Detection Full Paper Oral
Pardo, Alejandro; Xu, Mengmeng Frost; Thabet, Ali K; Arbeláez, Pablo; Ghanem, Bernard


Mengmeng Frost, X. et al., (2021). BAOD: Budget-Aware Object Detection [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/22_CameraReady_22.pdf
27 On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders
Deep Learning Full Paper Poster
Gordon-Rodriguez, Elliott


Gordon-Rodriguez, E., (2021). On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/27_CameraReady_27.pdf
40 I Find Your Lack of Uncertainty in Computer Vision Disturbing
Explainable AI Full Paper Oral
Valdenegro-Toro, Matias


Valdenegro-Toro, M., (2021). I Find Your Lack of Uncertainty in Computer Vision Disturbing [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/40_CameraReady_40.pdf
47 A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks
Efficient Training Full Paper Poster
Suarez-Ramirez, Cuauhtemoc D; Gonzalez-Mendoza, Miguel; Chang Leonardo; Ochoa-Ruiz Gilberto; Duran-Vega, Mario A


Suarez-Ramirez, C. D. et al., (2021). A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/47_CameraReady_47.pdf
50 MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation
Pose Estimation Full Paper Oral
Meza, Jhacson; Romero, Lenny; Marrugo, Andrés


Meza, J. et al., (2021). MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/50_CameraReady_50.pdf

Extended Abstracts

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Paper Title

Author Names

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Poster

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Citation

6 Assessing deep learning methods for the identification of kidney stones composition in endoscopic images
Medical Extended Abstract Poster
Lopez-Tiro, Francisco; Varelo-Silgado, Andres; Mendez Ruiz, Mauricio; Hinojosa-Alcaraz, Oscar; Gonzalez-Mendoza, Miguel; Vincent Estrade; Ochoa-Ruiz Gilberto; Daul Christian


Lopez-Tiro F. et al., (2021). Assessing deep learning methods for the identification of kidney stones composition in endoscopic images [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/6_CameraReady_06.pdf
9 Mobile Convolutional Neural Network for Neonatal Pain Assessment
Image Classification Extended Abstract Oral
Carlini, Lucas P; Ferreira, Leonardo; Coutrin, Gabriel ; Varoto, Victor ; Marcondes Heiderich, Tatiany ; Balda, Rita ; Barros, Marina ; Guinsburg, Ruth ; Thomaz, Carlos E


Carlini, L. P. et al., (2021). Mobile Convolutional Neural Network for Neonatal Pain Assessment [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/9_CameraReady_09.pdf
13 Visual-Syntactic Embedding for Video Captioning
Video + Language Extended Abstract Oral
Perez-Martin, Jesus; Pérez, Jorge; Bustos, Benjamin


Perez-Martin, J. et al., (2021). Visual-Syntactic Embedding for Video Captioning [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/13_CameraReady_13.pdf
20 Explainable, Automated Urban Interventions to Improve Pedestrian and Vehicle Safety
Scene Analysis Extended Abstract Poster
Bustos, Cristina; Rhoads, Daniel; Solé-Ribalta, Albert; Masip, David; Arenas, Alex; Lapedriza, Agata; Borge-Holthoefer, Javier


Bustos, C. et al., (2021). Explainable, Automated Urban Interventions to Improve Pedestrian and Vehicle Safety [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/20_CameraReady_20.pdf
21 High-level camera-LiDAR fusion for 3D object detection with machine learning
3D Vision Extended Abstract Poster
Salazar, Gustavo A; Saavedra, Miguel Angel; Romero Cano, Victor A


Salazar, G. A. et al., (2021). High-level camera-LiDAR fusion for 3D object detection with machine learning [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/21_CameraReady_21.pdf
28 Improving Domain Generalization using Style Regularization
Deep Learning Extended Abstract Poster
Pérez, Gustavo


Pérez, G., (2021). Improving Domain Generalization using Style Regularization [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/28_CameraReady_28.pdf
29 ProjectionNet and LRNet: Light and Fast ConvNets for Mammography Screening Projections Classification
Medical Extended Abstract Poster
Ramirez, Radames r ; Sanchez, Abraham ; Iñiguez, Marco ; Moya, Eduardo Ulises; Cabrera Sanchez, Miguel Angel; Salas Aguirre, Sofia; Haro Morales, Claudia Eunice; Sanchez Montes, Alejandro


Ramirez, R. R. et al., (2021). ProjectionNet and LRNet: Light and Fast ConvNets for Mammography Screening Projections Classification [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/29_CameraReady_29.pdf
34 Attention YOLACT++ for real-time instance segmentation of medical instruments in endoscopic procedures
Medical Extended Abstract Oral
Ángeles-Cerón, Juan Carlos; Ochoa-Ruiz, Gilberto; Chang, Leonardo; Ali, Sharib


Ángeles-Cerón, J. C. et al., (2021). Attention YOLACT++ for real-time instance segmentation of medical instruments in endoscopic procedures [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/34_CameraReady_34.pdf
39 Assessing the impact of visible-infrared image fusion strategies for Deep Learning-based wildfire segmentation
Medical Extended Abstract Poster
Ciprián-Sánchez, Jorge F; Ochoa-Ruiz, Gilberto; Rossi, Lucile


, (2021). Assessing the impact of visible-infrared image fusion strategies for Deep Learning-based wildfire segmentation [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/39_CameraReady_39.pdf
43 Machine learning image classification for urban land use using GEOBIA, texture and landscape metrics
Image Classification Extended Abstract Oral
Ruiz, Ivan E; Munoz, Jorge


Ruiz, I. E. et al., (2021). Machine learning image classification for urban land use using GEOBIA, texture and landscape metrics [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/43_CameraReady_43.pdf
49 Scalable Visual Attribute Extraction through Hidden Layers of a Residual ConvNet
Image Classification Extended Abstract Poster
Baloian, Andrés ; Murrugarra-Llerena, Nils ; Saavedra, Jose M M


Baloian, A. et al., (2021). Scalable Visual Attribute Extraction through Hidden Layers of a Residual ConvNet [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/49_CameraReady_49.pdf
51 ActivityNet and OSCAR: an Image Captioning model can effectively learn a Video Captioning dataset
Vision + Language Extended Abstract Poster
Byrd, Emmanuel; Gonzalez-Mendoza, Miguel


Byrd, E. et al., (2021). ActivityNet and OSCAR: an Image Captioning model can effectively learn a Video Captioning dataset [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/51_CameraReady_51.pdf
53 Finding Significant Features for Few-Shot Learning using Dimensionality Reduction Techniques
Image Classification Extended Abstract Poster
Mendez Ruiz, Mauricio; Ochoa-Ruiz, Gilberto; Garcia, Ivan; Méndez-Vázquez Andrés


Mendez Ruiz, M. et al., (2021). Finding Significant Features for Few-Shot Learning using Dimensionality Reduction Techniques [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/53_CameraReady_53.pdf
55 Pedestrian Intention Prediction with Multi-Input Concatenation
Action Recognition Extended Abstract Poster
Singh, Ankur; Suddamalla, Upendra


Singh, A. et al., (2021). Pedestrian Intention Prediction with Multi-Input Concatenation [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/55_CameraReady_55.pdf
57 Underwater Vision-Based Gesture Recognition: Robustness Validation for Safe Human-Robot Interaction
Applications Extended Abstract Poster
Chavez, Arturo Gomez; AGadmin C C


Gomez Chavez, A. et al., (2021). Underwater Vision-Based Gesture Recognition: Robustness Validation for Safe Human-Robot Interaction [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/57_CameraReady_57.pdf
58 Absolute Scale Estimation Approach for Monocular Visual Odometry
Pose Estimation Extended Abstract Poster
Díaz, Aldo A; Kurka, Paulo Kurka


Díaz, A. A. et al., (2021). Absolute Scale Estimation Approach for Monocular Visual Odometry [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/58_CameraReady_58.pdf
59 Relative scale estimation approach for monocular visual odometry
Pose Estimation Extended Abstract Poster
Díaz, Aldo A Díaz; Kurka, Paulo Kurka


Díaz, A. A. et al., (2021). Relative scale estimation approach for monocular visual odometry [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2021, Virtual. https://research.latinxinai.org/papers/cvpr/2021/pdf/59_CameraReady_59.pdf

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