44 citations · 188 across the 14 of their papers we have counts for
3 papers · 1 filter
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
In this research work we present CLIP-GLaSS, a novel zero-shot framework to generate an image (or a caption) corresponding to a given caption (or image). CLIP-GLaSS is based on the…
Using stigmergy as a computational memory in the design of recurrent neural networks
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
In this paper, a novel architecture of Recurrent Neural Network (RNN) is designed and experimented. The proposed RNN adopts a computational memory based on the concept of stigmergy…
Using stigmergy to incorporate the time into artificial neural networks
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
A current research trend in neurocomputing involves the design of novel artificial neural networks incorporating the concept of time into their operating model. In this paper, a no…