21 citations · 21 across the 3 of their papers we have counts for
3 papers
The Space Between: On Folding, Symmetries and Sampling
Michal Lewandowski, Bernhard Heinzl, Raphael Pisoni +1
Recent findings suggest that consecutive layers of neural networks with the ReLU activation function \emph{fold} the input space during the learning process. While many works hint…
On Space Folds of ReLU Neural Networks
Michal Lewandowski, Hamid Eghbalzadeh, Bernhard Heinzl +2
Recent findings suggest that the consecutive layers of ReLU neural networks can be understood geometrically as space folding transformations of the input space, revealing patterns…
Contrastive Language-Image Pre-training for the Italian Language
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni +3
CLIP (Contrastive Language-Image Pre-training) is a very recent multi-modal model that jointly learns representations of images and texts. The model is trained on a massive amount…