2 papers
cs.CV2025
Capsule Networks Do Not Need to Model Everything
Riccardo Renzulli, Enzo Tartaglione, Marco Grangetto
Capsule networks are biologically inspired neural networks that group neurons into vectors called capsules, each explicitly representing an object or one of its parts. The routing…
cs.LG2024
Unsupervised Learning of Unbiased Visual Representations
Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto
Deep neural networks often struggle to learn robust representations in the presence of dataset biases, leading to suboptimal generalization on unbiased datasets. This limitation ar…