Danilo Comminiello
Sapienza Università di Roma
H-index: 25
Europe-Italy
Top articles of Danilo Comminiello
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks | Eleonora Grassucci Jihong Park Sergio Barbarossa Seong-Lyun Kim Jinho Choi | 2024/1/10 | |
Diffusion models for audio semantic communication | Eleonora Grassucci Christian Marinoni Andrea Rodriguez Danilo Comminiello | 2024/4/14 | |
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement | arXiv preprint arXiv:2404.05669 | Giordano Cicchetti Danilo Comminiello | 2024/4/8 |
Ship in Sight: Diffusion Models for Ship-Image Super Resolution | arXiv preprint arXiv:2403.18370 | Luigi Sigillo Riccardo Fosco Gramaccioni Alessandro Nicolosi Danilo Comminiello | 2024/3/27 |
Attention-map augmentation for hypercomplex breast cancer classification | Pattern Recognition Letters | Eleonora Lopez Filippo Betello Federico Carmignani Eleonora Grassucci Danilo Comminiello | 2024/4/18 |
Towards Explaining Hypercomplex Neural Networks | arXiv preprint arXiv:2403.17929 | Eleonora Lopez Eleonora Grassucci Debora Capriotti Danilo Comminiello | 2024/3/26 |
Enhancing Semantic Communication with Deep Generative Models: An Overview | arXiv preprint arXiv:2309.02478 | Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello | 2023/9/5 |
Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts | arXiv preprint arXiv:2403.15649 | Jinho Choi Jihong Park Eleonora Grassucci Danilo Comminiello | 2024/3/22 |
Syncfusion: Multimodal Onset-Synchronized Video-to-Audio Foley Synthesis | Marco Comunità Riccardo F Gramaccioni Emilian Postolache Emanuele Rodolà Danilo Comminiello | 2024/4/14 | |
Generative semantic communication: Diffusion models beyond bit recovery | arXiv preprint arXiv:2306.04321 | Eleonora Grassucci Sergio Barbarossa Danilo Comminiello | 2023/6/7 |
Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting | Luigi Sigillo Alessandro Marzilli Daniela Moretti Eleonora Grassucci Claudio Greco | 2023/9/17 | |
Quaternion Anti-Transfer Learning for Speech Emotion Recognition | Eric Guizzo Tillman Weyde Giacomo Tarroni Danilo Comminiello | 2023/10/22 | |
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation | Pattern Recognition Letters | Eleonora Grassucci Gioia Mancini Christian Brignone Aurelio Uncini Danilo Comminiello | 2022/12 |
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality | Christian Marinoni Riccardo F Gramaccioni Changan Chen Aurelio Uncini Danilo Comminiello | 2023/6/4 | |
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions | Matteo Mancanelli Eleonora Grassucci Aurelio Uncini Danilo Comminiello | 2023/9/17 | |
Generalizing Medical Image Representations via Quaternion Wavelet Networks | arXiv preprint arXiv:2310.10224 | Luigi Sigillo Eleonora Grassucci Aurelio Uncini Danilo Comminiello | 2023/10/16 |
Quaternion Neural Networks for Multidimensional Applications: An Overview | Arturo Buscarino Carlo Famoso Danilo Comminiello Luca Patané | 2023/12/4 | |
Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks | CEUR WORKSHOP PROCEEDINGS | Giorgio De Magistris Danilo Comminiello Christian Napoli Janusz T Starczewski | 2023 |
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals | Eleonora Lopez Eleonora Chiarantano Eleonora Grassucci Danilo Comminiello | 2023/6/4 | |
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling | Guilherme Vieira Eleonora Grassucci Marcos Eduardo Valle Danilo Comminiello | 2023/9/17 |
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