2 citations · 2 across the 3 of their papers we have counts for
3 papers
SLIM-Diff: Shared Latent Image-Mask Diffusion with Lp loss for Data-Scarce Epilepsy FLAIR MRI
Mario Pascual-González, Ariadna Jiménez-Partinen, R. M. Luque-Baena +2
Focal cortical dysplasia (FCD) lesions in epilepsy FLAIR MRI are subtle and scarce, making joint image--mask generative modeling prone to instability and memorization. We propose S…
Alternative positional encoding functions for neural transformers
Ezequiel Lopez-Rubio, Macoris Decena-Gimenez, Rafael Marcos Luque-Baena
A key module in neural transformer-based deep architectures is positional encoding. This module enables a suitable way to encode positional information as input for transformer neu…
Improved detection of small objects in road network sequences
Iván García, Rafael Marcos Luque, Ezequiel López
The vast number of existing IP cameras in current road networks is an opportunity to take advantage of the captured data and analyze the video and detect any significant events. Fo…