Search Results for author: Federico A. Galatolo

Found 6 papers, 5 papers with code

Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search

3 code implementations2 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).

Descriptive Image Generation

Solving the scalarization issues of Advantage-based Reinforcement Learning Algorithms

1 code implementation8 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.

reinforcement-learning Reinforcement Learning (RL)

Formal derivation of Mesh Neural Networks with their Forward-Only gradient Propagation

1 code implementation16 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.