Accepted Papers
Full Papers
ID | Paper Title | Author Names | | Poster | Citation |
|---|---|---|---|---|---|
| 10 | Difficulty Estimation with Action Scores for Computer Vision Tasks Computer Vision Theory Representation Learning Poster | Octavio Arriaga, Sebastian Palacio, Matias A. Valdenegro Toro |  |  | Valdenegro Toro, M. A. et al., (2023). Difficulty Estimation with Action Scores for Computer Vision Tasks [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Matias_Valdenegro.pdf |
| 12 | Detail-Preserving Self-Supervised Monocular Depth with Self-Supervised Structural Sharpening Computational Imaging Image and Video Synthesis and Generation Poster | Juan Luis Gonzalez, Jaeho Moon, Munchurl Kim | |  | Gonzalez, J. L. et al., (2023). Detail-Preserving Self-Supervised Monocular Depth with Self-Supervised Structural Sharpening [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Juan_Gonzalez.pdf |
| 13 | LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization Computational Imaging Image and Video Synthesis and Generation Poster | Emmanuel D Martinez, Roman A Jacome, Henry Arguello | |  | Jacome, R. A. et al., (2023). LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Roman_Jacome.pdf |
| 16 | Isolated Sign Language Recognition based on Tree Structure Skeleton Images Computer Vision for Social Good Recognition: Categorization, Detection, Retrieval Poster | David Laines, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Gissella Bejarano | |  | Laines, D. et al., (2023). Isolated Sign Language Recognition based on Tree Structure Skeleton Images [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/David_Laines.pdf |
| 17 | SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy Medical and Biological Vision, Cell Microscopy Segmentation, Grouping and Shape Analysis Poster | Rafael Martínez García Peña, Mansoor Ali Teevno, Gilberto Ochoa-Ruiz, Sharib Ali | |  | Ochoa-Ruiz, G. et al., (2023). SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Gilberto_OchoaRuiz.pdf |
| 21 | Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations Medical and Biological Vision, Cell Microscopy Recognition: Categorization, Detection, Retrieval Poster | Daniel Flores Araiza, Francisco Lopez-Tiro, Jonathan El-Beze, Jacques M HUBERT, Miguel Gonzalez-Mendoza, Gilberto Ochoa-Ruiz | |  | Flores Araiza, D. et al, (2023). Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Daniel_Flores.pdf |
| 22 | Wildlife Image Generation from Scene Graphs Vision Applications and Systems Image and Video Synthesis and Generation Poster | Yoshio J. Rubio, Marco Contreras-Cruz | |  | Rubio, Y. J. et al., (2023). Wildlife Image Generation from Scene Graphs [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Yoshio_Rubio.pdf |
| 25 | Towards Characterizing the Semantic Robustness of Face Recognition Computer Vision Theory Explainable Computer Vision Poster | Juan C Perez, Motasem Alfarra, Ali K Thabet, Pablo Arbelaez, Bernard Ghanem | |  | Perez, J. C. et al., (2023). Towards Characterizing the Semantic Robustness of Face Recognition [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Juan_Perez.pdf |
| 28 | High-level context representation for emotion recognition in images Humans: Face, body, pose, gesture, movement Representation Learning Poster | Willams Costa, Estefania Talavera, Lucas Figueiredo, Veronica Teichrieb | |  | Costa, W. et al., (2023). High-level context representation for emotion recognition in images [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Willams_Costa.pdf |
| 5 | Zero-shot Classification at Different Levels of Granularity Representation Learning Transfer Low-Shot Learning Oral | Matias Daniel Molina | | | Molina, M. D., (2023). Zero-shot Classification at Different Levels of Granularity [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/MatiasDaniel_Molina.pdf |
Extended Abstracts
ID | Paper Title | Author Names | | Poster | Citation |
|---|---|---|---|---|---|
| 11 | Assessment and Follow-up of Chronic Leprosy Wounds with Deep Learning and Smartphone Photography Medical and Biological Vision, Cell Microscopy Deep Learning Architectures and Techniques Poster | Karen Sánchez, Brayan Monroy, Paula Arguello, Juan Estupiñan, Jorge Bacca, Claudia V Correa, Olinto Mieles, Henry Arguello, Fernando Rojas | |  | Sánchez, K. et al., (2023). Assessment and Follow-up of Chronic Leprosy Wounds with Deep Learning and Smartphone Photography [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Karen_Sanchez.pdf |
| 15 | Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging Medical and Biological Vision, Cell Microscopy Computational Imaging Poster | Ricardo Espinosa, Gilberto Ochoa-Ruiz | |  | Espinosa, R. et al., (2023). Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai2023061813 |
| 26 | A novel approach for skin lesion symmetry classification with a deep learning model Medical and Biological Vision, Cell Microscopy Deep Learning Architectures and Techniques Poster | Lidia Talavera-Martínez, Pedro Bibiloni, Aniza Giacaman, Rosa Taberner, Luis Javier del Pozo Hernando, Manuel González-Hidalgo | |  | Talavera-Martínez, L. et al., (2023). A novel approach for skin lesion symmetry classification with a deep learning model [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306181 |
| 36 | A Fast Multiple Cue Fusing Approach for Human Emotion Recognition Recognition: Categorization, Detection, Retrieval Humans: Face, Body, Pose, Gesture, Movement Poster | Willams Costa, Estefania Talavera, Lucas Figueiredo, Veronica Teichrieb | |  | Costa, W. et al., (2023). A Fast Multiple Cue Fusing Approach for Human Emotion Recognition [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Willams_CostaEA.pdf |
| 41 | Sign Language Translation from Instructional Videos Vision, Language, and reasoning Computer Vision for Social Good Poster | Laia Tarrés, Gerard Ion Gállego, Amanda Duarte, Jordi Torres, Xavier Giro-i-Nieto | |  | Tarrés, L. et al., (2023). Sign Language Translation from Instructional Videos [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai2023061814 |
| 42 | Control of a Virtual Reality Environment for Upper Limb Movement using a Motor Imagery-based Brain Computer Interface Humans: Face, body, pose, gesture, movement Embodied Vision: Active Agents, Simulation Poster | Oscar A. Mancha, Javier M. Antelis, Omar Mendoza-Montoya | |  | Mancha, O. A. et al., (2023). Control of a Virtual Reality Environment for Upper Limb Movement using a Motor Imagery-based Brain Computer Interface [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306182 |
| 43 | Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search for Image Classification Representation Learning Optimization Methods Poster | Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante | |  | Sánchez, K. et al., (2023). Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search for Image Classification [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Cosijopii_Garcia.pdf |
| 45 | Contrast Enhancement in Infrared and Color Images by Homomorphic Filtering and Cluster-Chaotic Optimization (CCO) Image and video synthesis and generation Optimization Methods Poster | Angel G. Chavarin | |  | Chavarin, A. G., (2023). Contrast Enhancement in Infrared and Color Images by Homomorphic Filtering and Cluster-Chaotic Optimization (CCO) [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306184 |
| 49 | Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion Computational Imaging Deep Learning Architectures and Techniques Poster | Roman A Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello | |  | Jacome, R. A. et al., (2023). Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Roman_JacomeEA.pdf |
| 50 | Transfer Robustness to Downstream Tasks Through Sampling Adversarial Perturbations Adversarial Attack and Defense Transfer Learning Poster | Iván Reyes-Amezcua, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez | |  | Reyes-Amezcua, I. et al., (2023). Transfer Robustness to Downstream Tasks Through Sampling Adversarial Perturbations [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai2023061811 |
| 51 | Leveraging Triplet Loss for Unsupervised Action Segmentation Unsupervised Learning Video: Action and event understanding Poster | Elena Belén Bueno Benito, Mariella Dimiccoli, Biel Tura Vecino | |  | Bueno Benito, E. B. et al., (2023). Leveraging Triplet Loss for Unsupervised Action Segmentation [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306185 |
| 52 | Less is More: Techniques to Reduce Overfitting in your Transformer Model for Sign Language Recognition Deep Learning architectures and techniques Recognition: Categorization, detection, retrieval Poster | Joe N Huamani Malca, Gissella M Bejarano | |  | Huamani Malca, J. N. et al., (2023). Less is More: Techniques to Reduce Overfitting in your Transformer Model for Sign Language Recognition [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai2023061812 |
| 53 | Impact of Video Length Reduction due to Missing Landmarks on Sign Language Recognition Model Deep Learning architectures and techniques Recognition: Categorization, detection, retrieval Poster | Carlos E Vasquez, Gissella M Bejarano | |  | Vasquez, C. E. et al., (2023). Impact of Video Length Reduction due to Missing Landmarks on Sign Language Recognition Model [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306186 |
| 54 | Attention Semi-Siamese U-Net for quatification of biomarkers in tauopathies Medical and Biological Vision, Cell Microscopy Recognition: Categorization, detection, retrieval Poster | Luis Campero-Garcia, Jose A. Cantoral-Ceballos, Miguel Ontiveros-Torres, Andres Gutierrez-Rodriguez | |  | Cantoral-Ceballos, J. A. et al., (2023). Attention Semi-Siamese U-Net for quatification of biomarkers in tauopathies [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Jose_Cantoral.pdf |
| 56 | Layout Analysis of Document Images Document Analysis and understanding Scene analysis and understanding Poster | Nina S. T. Hirata | |  | Hirata, N. S. T., (2023). Layout Analysis of Document Images [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306187 |
| 63 | Towards Metric Monocular SLAM using Spoken Language and Object Detection Robotics Vision, language and reasoning Poster | José Martínez-Carranza, Delia Irazu Hernandez Farias, Leticia Oyuki Rojas Pérez, Aldrich Cabrera Ponce | |  | Martínez-Carranza, J. et al., (2023). Towards Metric Monocular SLAM using Spoken Language and Object Detection [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306188 |
| 64 | Discrete Hierarchical Continual Learning for Single View Geo-Localisation Scene analysis and understanding Efficient and scalable vision Poster | Aldrich Cabrera Ponce, Manuel Martin-Ortiz, José Martínez-Carranza | |  | Cabrera Ponce, A. et al., (2023). Discrete Hierarchical Continual Learning for Single View Geo-Localisation [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306189 |
| 65 | Anomaly Detection in Surveillance Videos Using Spatio-Temporal Context Information Video: Action and event understanding Scene analysis and understanding Poster | Hernán Darío Benítez, Roger Figueroa | |  | Darío Benítez, H. et al., (2023). Anomaly Detection in Surveillance Videos Using Spatio-Temporal Context Information [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai2023061810 |
| 66 | Land Cover Classification using Compressive Covariance Sampling: A Case Study at Valle de San Jose, Colombia Photogrammetry and remote sensing Computational Imaging Poster | Jonathan Arley Monsalve Salazar, Ariolfo Velasco, Tatiana Gelvez Barrera, Henry Arguello | |  | Monsalve Salazar, J. A. et al., (2023). Land Cover Classification using Compressive Covariance Sampling: A Case Study at Valle de San Jose, Colombia [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Jonathan_Monsalve.pdf |
| 44 | Transfer Learning for Fine-grained Classification Using Semi-supervised Learning and Visual Transformers Transfer Learning Recognition: Categorization, detection, retrieval Oral | Manuel Lagunas, Brayan Impata, Victor Martinez, Virginia Fernandez, Christos Georgakis, Sofia Braun, Felipe Bertrand | | | Lagunas, M. et al., (2023). Transfer Learning for Fine-grained Classification Using Semi-supervised Learning and Visual Transformers [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://doi.org/10.52591/lxai202306183 |
| 46 | TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings Transfer Learning Unsupervised Learning Oral | Gusseppe Bravo-Rocca | | | Bravo-Rocca, G., (2023). TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Guseppe_Bravo-Rocca.pdf |
| 47 | Bessel-NeRF: An Analytic Integrated Positional Encoding for Neural Radiance Fields Representation Learning Deep Learning Architectures and Techniques Oral | Brian Kostadinov Isaac Medina | | | Isaac Medina, B. K., (2023). Bessel-NeRF: An Analytic Integrated Positional Encoding for Neural Radiance Fields [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2023, Vancouver, Canada. https://research.latinxinai.org/papers/cvpr/2023/pdf/Brian_Isaac.pdf |