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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

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Poster

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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://research.latinxinai.org/papers/cvpr/2022/pdf/7_camera_ready.pdf
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://research.latinxinai.org/papers/cvpr/2022/pdf/25_camera_ready.pdf
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://research.latinxinai.org/papers/cvpr/2022/pdf/34_camera_ready.pdf
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://research.latinxinai.org/papers/cvpr/2022/pdf/42_camera_ready.pdf

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