3 code implementations • 2 Feb 2021 • 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).
1 code implementation • 8 Apr 2020 • Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
In this research, some of the issues that arise from the scalarization of the multi-objective optimization problem in the Advantage Actor Critic (A2C) reinforcement learning algorithm are investigated.
1 code implementation • 16 May 2019 • Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
This paper proposes the Mesh Neural Network (MNN), a novel architecture which allows neurons to be connected in any topology, to efficiently route information.
1 code implementation • 9 Jan 2019 • Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
A formal ontology of SM is discussed, and the SM-RNN architecture is detailed.
no code implementations • 16 Apr 2018 • Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini
This measure can be used by policy makers to evaluate the effect of policies and change them dynamically.
no code implementations • 12 Apr 2017 • Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini
However, discovering urban activity patterns from the emergent behavior of crowds involves complex system modeling.