Accepted Papers
Full Papers
ID | Paper Title | Author Names | | Poster | Pitch | Citation |
|---|---|---|---|---|---|---|
| 5 | Guided Deep Metric Learning Deep learning Full paper Oral | Gonzalez Zapata, Jorge E; Reyes-Amezcua, Iván; Flores Araiza, Daniel; Mendez Ruiz Mauricio; Ochoa-Ruiz, Gilberto; Mendez-Vazquez, Andres |  |  | | Gonzalez Zapata, J. E. et al., (2022). Guided Deep Metric Learning [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/5_camera_ready.pdf |
| 6 | Generative Flows as a General Purpose Solution for Inverse Problems inverse problems Full paper Oral | Chávez, José A. | |  | | Chávez, J. A., (2022). Generative Flows as a General Purpose Solution for Inverse Problems [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/6_camera_ready.pdf |
| 11 | Self-supervised Learning for Sonar Image Classification Image classification Full paper Oral | Preciado Grijalva, Alan; Wehbe, Bilal; Bande Firvida, Miguel; Valdenegro Toro, Matias | |  | | Preciado Grijalva, A. et al., (2022). Self-supervised Learning for Sonar Image Classification [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/11_camera_ready.pdf |
| 12 | A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement Uncertainty Full paper Oral | Valdenegro Toro, Matias; Saromo Mori, Daniel Alcides | |  | | Valdenegro Toro, M. et al., (2022). A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/12_camera_ready.pdf |
| 16 | Unpaired Faces to Cartoons, Improving XGAN XGAN Full paper Oral | Huaman Ramos, Stev; Cabrera Rios, Joel J; Ibáñez Rodríguez, Daniel H; Jimenez Panta, Alejandro B; Beltran, Cesar; Villanueva Talavera, Edwin | |  | | Huaman Ramos, S. et al., (2022). Unpaired Faces to Cartoons, Improving XGAN [Oral Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/16_camera_ready.pdf |
Extended Abstracts
ID | Paper Title | Author Names | | Poster | Pitch | Citation |
|---|---|---|---|---|---|---|
| 4 | On the generalization capabilities of FSL methods through domain adaptation, a case study in endoscopic kidney stone image classification Image Classification Extended Abstract Poster | Mendez Ruiz, Mauricio; Lopez-Tiro, Francisco; Flores Araiza, Daniel; EL BEZE, Jonathan; M HUBERT, Jacques; Mendez-Vazquez, Andres; Ochoa-Ruiz, Gilberto; Daul, Christian | |  | | Mendez Ruiz, M. et al., (2022). On the generalization capabilities of FSL methods through domain adaptation, a case study in endoscopic kidney stone image classification [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/4_camera_ready.pdf |
| 7 | Real-world multiclass land cover analysis and classification using a novel lightweight convnet LULC Classification Extended Abstract Poster | Ulises Moya, Eduardo; Sanchez, Abraham; Nanclares, Raul; Montoya, Diana; Martinez, Jorge; Pacho, Juan; Quevedo, Alexander | |  | | Ulises Moya, E. et al., (2022). Real-world multiclass land cover analysis and classification using a novel lightweight convnet [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://doi.org/10.52591/lxai202206246 |
| 8 | Retinal vessel Deep Learning segmentation comparison segmentation Extended Abstract Poster | Herrera Montes de Oca, Daniela; Ochoa-Ruiz, Gilberto; Gonzalez-Mendoza, Miguel; Mata, Christian | |  | | Herrera Montes de Oca, D. et al., (2022). Retinal vessel Deep Learning segmentation comparison [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/8_camera_ready.pdf |
| 13 | Compressive Single-Photon 3D Cameras Single-photon cameras Extended Abstract Poster | Gutierrez-Barragan, Felipe; N Ingle, Atul; Seets, Trevor; Gupta, Mohit; Velten, Andreas | |  | | Gutierrez-Barragan, F. et al., (2022). Compressive Single-Photon 3D Cameras [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/13_camera_ready.pdf |
| 14 | Pattern Based Multivariable Regression using Deep Learning (PBMR-DP) pattern recognition Extended Abstract Poster | Kavalakkatt Francis, Jiztom; Kumar, Chandan; Herrera, Jansel; Kumar, Kundan; Darr, Matthew | |  | | Kavalakkatt Francis, J. et al., (2022). Pattern Based Multivariable Regression using Deep Learning (PBMR-DP) [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/14_camera_ready.pdf |
| 19 | Hair removal in dermoscopic images using deep multitask learning deep multitask learning Extended Abstract Poster | Talavera-Martínez, Lidia; González-Hidalgo, Manuel; Bibiloni, Pedro | |  | | Talavera-Martínez, L. et al., (2022). Hair removal in dermoscopic images using deep multitask learning [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/19_camera_ready.pdf |
| 21 | SDI-PixCar, Single Snapshot Compressive Spectral Depth Imaging via pixeled carrier Spectral-Depth Imaging Extended Abstract Poster | Arias, Kevin; Lopez, Jhon E; Marquez, Miguel A; Hinojosa, Carlos; Arguello, Henry | |  | | Arias, K. et al., (2022). SDI-PixCar, Single Snapshot Compressive Spectral Depth Imaging via pixeled carrier [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/21_camera_ready.pdf |
| 22 | Exploring the use of line segments as an intermediate representation for depth estimation from a single image in indoor environments Depth Estimation Extended Abstract Poster | Nava Zavala, Jose G; Martínez-Carranza, José | |  | | Nava Zavala, J. et al., (2022). Exploring the use of line segments as an intermediate representation for depth estimation from a single image in indoor environments [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/22_camera_ready.pdf |
| 23 | Hierarchical Compressed Subspace Clustering of Infrared Single-pixel Measurements Infrared Single-pixel Extended Abstract Poster | Marquez, Miguel A; Monsalve, Jonathan Arley; Arias, Kevin; Sánchez, Karen; Hinojosa, Carlos; Arguello, Henry | |  | | Marquez, M. A. et al., (2022). Hierarchical Compressed Subspace Clustering of Infrared Single-pixel Measurements [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/23_camera_ready.pdf |
| 25 | Towards fast ego-motion estimation using a two-stream network Ego-Motion Extended Abstract Poster | Cocoma-Ortega, Jose Arturo; Martínez-Carranza, José | |  | | Cocoma-Ortega, J. A. et al., (2022). Towards fast ego-motion estimation using a two-stream network [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://doi.org/10.52591/lxai202206241 |
| 26 | Comparing fusion strategies for kidney stone composition identification Medical Extended Abstract Poster | Villalvazo, Elias A; Lopez-Tiro, Francisco; Flores Araiza, Daniel; EL BEZE, Jonathan; HUBERT, Jacques M; Ochoa-Ruiz, Gilberto; Daul, Christian | |  | | Villalvazo, E. A. et al., (2022). Comparing fusion strategies for kidney stone composition identification [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/26_camera_ready.pdf |
| 27 | TNT, Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification Video Classification Extended Abstract Poster | Villa, Andrés; Perez-Rua, Juan-Manuel; Escorcia, Victor A; Araujo, Vladimir; Niebles, Juan Carlos; Soto, Alvaro | |  | | Villa, A. et al., (2022). TNT, Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/27_camera_ready.pdf |
| 28 | Interpretable deep learning classifier by detection of prototypical parts on kidney stones images Medical Images Extended Abstract Poster | Flores Araiza, Daniel; Lopez-Tiro, Francisco; M HUBERT, Jacques; Daul, Christian; EL BEZE, Jonathan; Ochoa-Ruiz, Gilberto | |  | | Flores Araiza, D. et al., (2022). Interpretable deep learning classifier by detection of prototypical parts on kidney stones images [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/28_camera_ready.pdf |
| 30 | Improving Pavement and Concrete Crack Detection Through Synthetic Data Generation Data Generation Extended Abstract Poster | Rill-García, Rodrigo; Dokládalová, Eva; Dokládal, Petr | |  | | Rill-García, R. et al., (2022). Improving Pavement and Concrete Crack Detection Through Synthetic Data Generation [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/30_camera_ready.pdf |
| 31 | Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks, applications to chest x-ray analysis Medical Images Extended Abstract Poster | Gaggion, Nicolás; Mansilla, Lucas; Mosquera, Candelaria; Milone, Diego H.; Ferrante, Enzo | |  | | Gaggion, N. et al., (2022). Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks, applications to chest x-ray analysis [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/31_camera_ready.pdf |
| 33 | DRNet-Q, A lightweight ConvNet for image quality classification for diabetic retinopathy screening Image Classification Extended Abstract Poster | Pinedo, German; Ulises Moya, Eduardo; Sanchez, Abraham; Ortega, Susana; Fei, Baowei | |  | | Pinedo, G. et al., (2022). DRNet-Q, A lightweight ConvNet for image quality classification for diabetic retinopathy screening [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/33_camera_ready.pdf |
| 34 | Artificial Intelligent System for Shoe Last Personalization 3D scan Extended Abstract Poster | Villarreal-Calva, Ricardo C.; Escamilla, Ponciano; Sossa, Humberto | |  | | Villarreal-Calva, R. C. et al., (2022). Artificial Intelligent System for Shoe Last Personalization [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://doi.org/10.52591/lxai202206243 |
| 35 | SimVQA, Exploring Simulated Environments for Visual Question Answering Visual Question Answering Extended Abstract Poster | Cascante-Bonilla, Paola; Wu, Hui; Wang, Letao; Feris, Rogerio; Ordonez, Vicente | |  | | Cascante-Bonilla, P. et al., (2022). SimVQA, Exploring Simulated Environments for Visual Question Answering [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/35_camera_ready.pdf |
| 36 | MAD, A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions Video-Language Extended Abstract Poster | Soldan, Mattia; Pardo, Alejandro; Leon, Juan C; Caba, Fabian; Zhao, Chen; Giancola, Silvio ; Ghanem, Bernard | |  | | Soldan, M. et al., (2022). MAD, A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/36_camera_ready.pdf |
| 38 | Combating Adversaries with Anti-Adversaries Adversarial Attacks Extended Abstract Poster | Alfarra, Motasem; Perez, Juan C; Thabet, Ali K; Bibi, Adel; Torr, Philip; Ghanem, Bernard | |  | | Alfarra, M. et al., (2022). Combating Adversaries with Anti-Adversaries [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://research.latinxinai.org/papers/cvpr/2022/pdf/38_camera_ready.pdf |
| 42 | Real-Time Mexican Sign Language Interpretation Using CNN and HMM Sign Language Interpretation Extended Abstract Poster | Ramírez Sánchez, Jairo Enrique; Anguiano-Rodríguez, Arely; Gonzalez-Mendoza, Miguel | |  | | Ramírez Sánchez, J. E. et al., (2022). Real-Time Mexican Sign Language Interpretation Using CNN and HMM [Poster Presentation]. Computer Vision and Pattern Recognition Conference: LatinX in AI (LXAI) Research Workshop 2022, Virtual. https://doi.org/10.52591/lxai202206242 |