5 citations · 12 across the 3 of their papers we have counts for
3 papers
On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study
Miguel Rodríguez Santander, Juan Hernández Albarracín, Adín Ramírez Rivera
Deep learning models need large amounts of data for training. In video recognition and classification, significant advances were achieved with the introduction of new large databas…
Video Reenactment as Inductive Bias for Content-Motion Disentanglement
Juan F. Hernández Albarracín, Adín Ramírez Rivera
Independent components within low-dimensional representations are essential inputs in several downstream tasks, and provide explanations over the observed data. Video-based disenta…
A Soft Computing Approach for Selecting and Combining Spectral Bands
Juan F. H. Albarracín, Rafael S. Oliveira, Marina Hirota +2
We introduce a soft computing approach for automatically selecting and combining indices from remote sensing multispectral images that can be used for classification tasks. The pro…