11 citations · 15 across the 19 of their papers we have counts for
3 papers · 1 filter
ODE-ViT: Plug & Play Attention Layer from the Generalization of the ViT as an Ordinary Differential Equation
Carlos Boned Riera, David Romero Sanchez, Oriol Ramos Terrades
In recent years, increasingly large models have achieved outstanding performance across CV tasks. However, these models demand substantial computational resources and storage, and…
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
Adrià Molina Rodríguez, Oriol Ramos Terrades, Josep Lladós
Achieving robustness in recognition systems across diverse domains is crucial for their practical utility. While ample data availability is usually assumed, low-resource languages,…
A flexible outlier detector based on a topology given by graph communities
O. Ramos Terrades, A. Berenguel, D. Gil
Outlier, or anomaly, detection is essential for optimal performance of machine learning methods and statistical predictive models. It is not just a technical step in a data cleanin…