Sergio Barbarossa
- Generalized Simplicial Attention Neural Networks
2023/09/05 by Claudio Battiloro, Lucia Testa, Battiloro, Claudio +9 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis
- Language-Oriented Semantic Latent Representation for Image Transmission
2024/05/16 by Giordano Cicchetti, Cicchetti, Giordano, Eleonora Grassucci +9 · 6 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Signal Processing (eess.SP) #Video Analysis and Summarization #electronic engineering #information engineering
- Cell Attention Networks
2022/09/16 by Lorenzo Giusti, Claudio Battiloro, Giusti, Lorenzo +9 · 3 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Goal-Oriented Communication for Edge Learning based on the Information Bottleneck
2022/02/25 by Francesco Pezone, Sergio Barbarossa, Pezone, Francesco +3 · 3 citations
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
- Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization
2023/10/21 by Paolo Di Lorenzo, Mattia Merluzzi, Di Lorenzo, Paolo +11 · 5 citations
Computer Science · #Context-Aware Activity Recognition Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #IoT and Edge/Fog Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
- Multi-user Goal-oriented Communications with Energy-efficient Edge Resource Management
2023/05/03 by Francesco Binucci, Binucci, Francesco, Paolo Banelli +5 · 2 citations
Engineering · #Energy Harvesting in Wireless Networks #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization
- Learning Sheaf Laplacian Optimizing Restriction Maps
2025/01/31 by Leonardo Di Nino, Sergio Barbarossa, Di Nino, Leonardo +3 · 3 citations
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- 6G: The next frontier: From holographic messaging to artificial intelligence using subterahertz and visible light communication
2019/01/01 by Emilio Calvanese Strinati, Sergio Barbarossa, Strinati, Emilio Calvanese +10 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Optical Wireless Communication Technologies #Satellite Communication Systems
- Topological Signal Processing and Learning: Recent Advances and Future Challenges
2024/12/02 by Elvin Isufi, Geert Leus, Isufi, Elvin +7 · 2 citations
Computer Science · Engineering · #FOS: Electrical engineering #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- Semantic-Preserving Image Coding based on Conditional Diffusion Models
2023/10/24 by Francesco Pezone, Pezone, Francesco, Osman Musa +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT)
- Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis
2023/12/20 by Lucia Testa, Claudio Battiloro, Testa, Lucia +5 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks Stability and Synchronization
- Robust Filter Design for Graph Signals
2024/03/25 by Lucia Testa, Stefania Sardellitti, Testa, Lucia +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences