Last Translation Benchmark
Preprint · arXiv:2609.04173
Trayectoria investigadora
Publicaciones
Artículos revisados por pares, publicaciones en conferencias, conjuntos de datos y prepublicaciones sobre IA médica, visión por computador, imágenes computacionales e IA para la ciencia.
Para consultar las actualizaciones más recientes, visita Google Scholar.
2026
LUTSeg: A Longitudinal Multi-Expert Dataset for Ulcer Tissue Segmentation
ISIC at MICCAI 2026 · Preprint
B-MIM: Biased Masked Image Modeling for Generalizable Segmentation of Fine-Grained Anatomical Structures
MedAGI at MICCAI 2026 · Preprint
Skill-Aligned Annotation for Reliable Evaluation in Text-to-Image Generation
Preprint · arXiv:2605.13223
CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · Oral
Multimodal Safety Evaluation in Generative Agent Social Simulations
64th Annual Meeting of the Association for Computational Linguistics (ACL)
2025
WiCV at CVPR 2025: The Women in Computer Vision Workshop
Preprint · arXiv:2511.08748
2024
SoccerNet 2024 Challenges Results
Preprint · arXiv:2409.10587
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients
IEEE International Conference on Image Processing (ICIP), 69–75
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens
IEEE Transactions on Computational Imaging 10, 1069–1079
2023
Automated Chronic Wounds Medical Assessment and Tracking Framework Based on Deep Learning
Computers in Biology and Medicine 165, 107335
Mask-Guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma
IEEE International Symposium on Biomedical Imaging (ISBI), 1–5
2022
CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset
IEEE Transactions on Medical Imaging 41(11), 3278–3288
Hierarchical Compressed Subspace Clustering of Infrared Single-Pixel Measurements
Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
Cocosvi: Single Snapshot Compressive Spectral Video via Covariance Matrix Estimation
Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
2021
BILSK: A Bilinear Convolutional Neural Network Approach for Skin Lesion Classification
Computer Methods and Programs in Biomedicine Update, 100036
Accurate Deep Learning-Based Gastrointestinal Disease Classification via Transfer Learning Strategy
XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA)
Classification of Cocoa Beans Based on Their Level of Fermentation Using Spectral Information
TecnoLógicas 24(50), 172–188
Two-Step Deep Learning Framework for Chronic Wounds Detection and Segmentation: A Case Study in Colombia
XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA)
Subspace-Based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis Within a Small Chest X-Ray Image Dataset
IEEE International Symposium on Biomedical Imaging (ISBI), 1232–1235
Compressed-Domain Classification Algorithm for Spectral Imaging Based on Designed Single-Pixel Camera Codification
Computational Optical Sensing and Imaging, CTu2F.5
2020
Transfer Learning with Convolutional Neural Network for Gastrointestinal Diseases Detection Using Endoscopic Images
IEEE Colombian Conference on Applications of Computational Intelligence
2019
Supervised Spatio-Spectral Classification of Fused Images Using Superpixels
Applied Optics 58(7), B9–B18
Non-Destructive Method for Classification of Cocoa Beans from Spectral Information
XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA)
Sparse Subspace Clustering for Hyperspectral Images with Missing Pixels
XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA)
2018
Multi-Resolution Coded Apertures Based on Side Information for Single-Pixel Spectral Reconstruction
26th European Signal Processing Conference (EUSIPCO), 2215–2219
Supervised Classification of Hyperspectral Images Using Side Information
Propagation Through and Characterization of Atmospheric and Oceanic Phenomena
Determination of the Production Profile of Incinerable Waste for the City of Bucaramanga and Its Energy Capacity
XXXI International Summer Meeting on Power and Industrial Applications