1 code implementation • 27 Nov 2023 • Federico A. Galatolo, Mario G. C. A. Cimino
We combine a generator LLM for creating new samples and an embedder LLM to ensure diversity.
no code implementations • 15 Dec 2022 • Federico A. Galatolo, Mario G. C. A. Cimino, Edoardo Cogotti
Evaluating and comparing text-to-image models is a challenging problem.
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.