28 citations · 33 across the 7 of their papers we have counts for
8 papers
MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models
Jhon Lopez, Carlos Hinojosa, Henry Arguello +1
The task of inverting real images into StyleGAN's latent space to manipulate their attributes has been extensively studied. However, existing GAN inversion methods struggle to bala…
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients
Karen Sanchez, Carlos Hinojosa, Olinto Mieles +3
Chronic wounds pose an ongoing health concern globally, largely due to the prevalence of conditions such as diabetes and leprosy's disease. The standard method of monitoring these…
BiPer: Binary Neural Networks using a Periodic Function
Edwin Vargas, Claudia Correa, Carlos Hinojosa +1
Quantized neural networks employ reduced precision representations for both weights and activations. This quantization process significantly reduces the memory requirements and com…
Privacy-preserving Optics for Enhancing Protection in Face De-identification
Jhon Lopez, Carlos Hinojosa, Henry Arguello +1
The modern surge in camera usage alongside widespread computer vision technology applications poses significant privacy and security concerns. Current artificial intelligence (AI)…
Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma
Karen Sanchez, Carlos Hinojosa, Kevin Arias +4
Data augmentation is classically used to improve the overall performance of deep learning models. It is, however, challenging in the case of medical applications, and in particular…
AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning
Carlos Hinojosa, Karen Sanchez, Ariolfo Camacho +1
In recent years, fast technological advancements have led to the development of high-quality software and hardware, revolutionizing various industries such as the economy, health,…