2 papers
cs.LG2025
Dynamic Dropout: Leveraging Conway's Game of Life for Neural Networks Regularization
David Freire-Obregón, José Salas-Cáceres, Modesto Castrillón-Santana
Regularization techniques play a crucial role in preventing overfitting and improving the generalization performance of neural networks. Dropout, a widely used regularization techn…
cs.CV2025
Modeling Cultural Bias in Facial Expression Recognition with Adaptive Agents
David Freire-Obregón, José Salas-Cáceres, Javier Lorenzo-Navarro +3
Facial expression recognition (FER) must remain robust under both cultural variation and perceptually degraded visual conditions, yet most existing evaluations assume homogeneous d…