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Comminiello, Danilo

  1. Generative Semantic Communication: Diffusion Models Beyond Bit Recovery
    2023/06/07 by Grassucci, Eleonora, Barbarossa, Sergio, Comminiello, Danilo · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM)
  2. Gramian Multimodal Representation Learning and Alignment
    2024/12/16 by Cicchetti, Giordano, Grassucci, Eleonora, Sigillo, Luigi +1 · 18 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley Synthesis
    2023/10/23 by Marco Comunità, Comunità, Marco, Riccardo Fosco Gramaccioni +9 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
  4. Diffusion models for audio semantic communication
    2023/09/13 by Grassucci, Eleonora, Marinoni, Christian, Rodriguez, Andrea +1 · 4 citations
    #Audio and Speech Processing (eess.AS) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  5. Language-Oriented Semantic Latent Representation for Image Transmission
    2024/05/16 by Giordano Cicchetti, Eleonora Grassucci, Cicchetti, Giordano +9 · 4 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
  6. Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models
    2024/09/17 by Eleonora Lopez, Luigi Sigillo, Lopez, Eleonora +7 · 4 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning in Healthcare
  7. Lightweight Diffusion Models for Resource-Constrained Semantic Communication
    2024/10/03 by Pignata, Giovanni, Grassucci, Eleonora, Cicchetti, Giordano +1 · 4 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Generalizing Medical Image Representations via Quaternion Wavelet Networks
    2023/10/16 by Sigillo, Luigi, Grassucci, Eleonora, Uncini, Aurelio +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  9. Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks
    2024/01/10 by Grassucci, Eleonora, Park, Jihong, Barbarossa, Sergio +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Multi-View Hypercomplex Learning for Breast Cancer Screening
    2022/04/12 by Lopez, Eleonora, Grassucci, Eleonora, Comminiello, Danilo · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation
    2022/04/04 by Eleonora Grassucci, Grassucci, Eleonora, Gioia Mancini +7 · 1 citation
    Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  12. FolAI: Synchronized Foley Sound Generation with Semantic and Temporal Alignment
    2024/12/19 by Riccardo Fosco Gramaccioni, Gramaccioni, Riccardo Fosco, C. Marinoni +11 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
  13. Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality
    2024/02/14 by Marinoni, Christian, Gramaccioni, Riccardo Fosco, Chen, Changan +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  14. Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning
    2024/05/11 by Danilo Comminiello, Comminiello, Danilo, Eleonora Grassucci +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Fractal and DNA sequence analysis #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. A Wavelet Diffusion GAN for Image Super-Resolution
    2024/10/23 by Aloisi, Lorenzo, Sigillo, Luigi, Uncini, Aurelio +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  16. PHemoNet: A Multimodal Network for Physiological Signals
    2024/09/13 by Eleonora Lopez, Lopez, Eleonora, Aurelio Uncini +3 · 1 citation
    Computer Science · Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  17. Beyond Answers: How LLMs Can Pursue Strategic Thinking in Education
    2025/04/07 by Grassucci, Eleonora, Grassucci, Gualtiero, Uncini, Aurelio +1 · 2 citations
    #Computers and Society (cs.CY) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  18. Latent Wavelet Diffusion For Ultra-High-Resolution Image Synthesis
    2025/05/31 by Sigillo, Luigi, He, Shengfeng, Comminiello, Danilo · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering