Danilo Comminiello

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 105

Top Venues

Publications

Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello
Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. CoRR (2024)
Christian Marinoni, Riccardo Fosco Gramaccioni, Changan Chen, Aurelio Uncini, Danilo Comminiello
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality. CoRR (2024)
Redemptor Jr Laceda Taloma, Patrizio Pisani, Danilo Comminiello
Concrete Dense Network for Long-Sequence Time Series Clustering. CoRR (2024)
Marco Comunità, Riccardo F. Gramaccioni, Emilian Postolache, Emanuele Rodolà, Danilo Comminiello, Joshua D. Reiss
Syncfusion: Multimodal Onset-Synchronized Video-to-Audio Foley Synthesis. ICASSP (2024)
Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
Attention-map augmentation for hypercomplex breast cancer classification. Pattern Recognit. Lett. 182 (2024)
Taiba Majid Wani, Syed Asif Ahmad Qadri, Danilo Comminiello, Irene Amerini
Detecting Audio Deepfakes: Integrating CNN and BiLSTM with Multi-Feature Concatenation. IH&MMSec (2024)
Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello
Towards Explaining Hypercomplex Neural Networks. CoRR (2024)
Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello
Rethinking Multi-User Semantic Communications with Deep Generative Models. CoRR (2024)
Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
Enhancing Semantic Communication with Deep Generative Models: An Overview. ICASSP (2024)
Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
Diffusion Models for Audio Semantic Communication. ICASSP (2024)
Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello
Language-Oriented Semantic Latent Representation for Image Transmission. CoRR (2024)
Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, Danilo Comminiello
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks. CoRR (2024)
Pietro Nardelli, Danilo Comminiello
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos. CoRR (2024)
Alireza Nezamdoust, Mario Huemer, Aurelio Uncini, Danilo Comminiello
Efficient Functional Link Adaptive Filters Based On Nearest Kronecker Product Decomposition. ICASSP (2024)
Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning. CoRR (2024)
Luigi Sigillo, Riccardo Fosco Gramaccioni, Alessandro Nicolosi, Danilo Comminiello
Ship in Sight: Diffusion Models for Ship-Image Super Resolution. CoRR (2024)
Eleonora Grassucci, Aston Zhang, Danilo Comminiello
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Giordano Cicchetti, Danilo Comminiello
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement. CoRR (2024)
Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification. CoRR (2023)
Marco Comunità, Riccardo F. Gramaccioni, Emilian Postolache, Emanuele Rodolà, Danilo Comminiello, Joshua D. Reiss
SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley Synthesis. CoRR (2023)
Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation. Pattern Recognit. Lett. 166 (2023)
Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
Enhancing Semantic Communication with Deep Generative Models - An ICASSP Special Session Overview. CoRR (2023)
Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. CoRR (2023)
Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello
Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting. MLSP (2023)
Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. CoRR (2023)
Eric Guizzo, Tillman Weyde, Giacomo Tarroni, Danilo Comminiello
Quaternion Anti-Transfer Learning for Speech Emotion Recognition. WASPAA (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR (2023)
Eric Guizzo, Tillman Weyde, Simone Scardapane, Danilo Comminiello
Learning Speech Emotion Representations in the Quaternion Domain. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Michele Scarpiniti, Edoardo Sigismondi, Danilo Comminiello, Aurelio Uncini
A U-Net Based Architecture for Automatic Music Transcription. MLSP (2023)
Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. ICASSP Workshops (2023)
Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck. IEEE Commun. Mag. 61 (11) (2023)
Alireza Nezamdoust, Mandar Gogate, Kia Dashtipour, Amir Hussain, Danilo Comminiello
Frequency-Domain Functional Links For Nonlinear Feedback Cancellation In Hearing Aids. ICASSP Workshops (2023)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging. IEEE Signal Process. Lett. 30 (2023)
Christian Marinoni, Riccardo F. Gramaccioni, Changan Chen, Aurelio Uncini, Danilo Comminiello
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality. ICASSP (2023)
Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
Diffusion models for audio semantic communication. CoRR (2023)
Christian Marinoni, Valerio Ponzi, Danilo Comminiello
DPPL Hallway Tracker: Hospital Contact Tracing During the COVID-19 Pandemic. SYSTEM (2023)
Danilo Comminiello, Alireza Nezamdoust, Simone Scardapane, Michele Scarpiniti, Amir Hussain, Aurelio Uncini
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Generalizing Medical Image Representations via Quaternion Wavelet Networks. CoRR (2023)
Gianfranco Di Marco, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
Quaternion Gated Recurrent Units for Renewable Energy: Improving Power Forecasting. ICECS (2023)
Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery. CoRR (2023)
Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions. MLSP (2023)
Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions. CoRR (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP (2023)
Arturo Buscarino, Carlo Famoso, Danilo Comminiello, Luca Patané
Quaternion Neural Networks for Multidimensional Applications: An Overview. ICECS (2023)
Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. ISCAS (2023)
Andrea Giuseppe Di Francesco, Giuliano Giampietro, Indro Spinelli, Danilo Comminiello
GATSY: Graph Attention Network for Music Artist Similarity. CoRR (2023)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
Hypercomplex Image- to- Image Translation. IJCNN (2022)
Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation. CoRR (2022)
Eric Guizzo, Christian Marinoni, Marco Pennese, Xinlei Ren, Xiguang Zheng, Chen Zhang, Bruno S. Masiero, Aurelio Uncini, Danilo Comminiello
L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment. ICASSP (2022)
Eric Guizzo, Tillman Weyde, Simone Scardapane, Danilo Comminiello
Learning Speech Emotion Representations in the Quaternion Domain. CoRR (2022)
Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello
Multi-View Breast Cancer Classification via Hypercomplex Neural Networks. CoRR (2022)
Giorgio De Magistris, Danilo Comminiello, Christian Napoli, Janusz T. Starczewski
Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks (short paper). AIRO@AI*IA (2022)
Christian Brignone, Gioia Mancini, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Efficient Sound Event Localization and Detection in the Quaternion Domain. IEEE Trans. Circuits Syst. II Express Briefs 69 (5) (2022)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
Hypercomplex Image-to-Image Translation. CoRR (2022)
Michele Scarpiniti, Cristiano Mauri, Danilo Comminiello, Aurelio Uncini, Yong-Cheol Lee
CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites. IJCNN (2022)
Eric Guizzo, Christian Marinoni, Marco Pennese, Xinlei Ren, Xiguang Zheng, Chen Zhang, Bruno Masiero, Aurelio Uncini, Danilo Comminiello
L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment. CoRR (2022)
Eleonora Grassucci, Aston Zhang, Danilo Comminiello
Lightweight Convolutional Neural Networks By Hypercomplex Parameterization. CoRR (2021)
Danilo Comminiello, Alireza Nezamdoust, Simone Scardapane, Michele Scarpiniti, Amir Hussain, Aurelio Uncini
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling. CoRR (2021)
Eric Guizzo, Riccardo F. Gramaccioni, Saeid Jamili, Christian Marinoni, Edoardo Massaro, Claudia Medaglia, Giuseppe Nachira, Leonardo Nucciarelli, Ludovica Paglialunga, Marco Pennese, Sveva Pepe, Enrico Rocchi, Aurelio Uncini, Danilo Comminiello
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing. CoRR (2021)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders. Entropy 23 (7) (2021)
Eleonora Grassucci, Edoardo Cicero, Danilo Comminiello
Quaternion Generative Adversarial Networks. CoRR (2021)
Eric Guizzo, Riccardo F. Gramaccioni, Saeid Jamili, Christian Marinoni, Edoardo Massaro, Claudia Medaglia, Giuseppe Nachira, Leonardo Nucciarelli, Ludovica Paglialunga, Marco Pennese, Sveva Pepe, Enrico Rocchi, Aurelio Uncini, Danilo Comminiello
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing. MLSP (2021)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
A Quaternion-Valued Variational Autoencoder. ICASSP (2021)
Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Enzo Baccarelli, Aurelio Uncini
Differentiable Branching In Deep Networks for Fast Inference. ICASSP (2020)
Michela Ricciardi Celsi, Simone Scardapane, Danilo Comminiello
Quaternion Neural Networks for 3D Sound Source Localization in Reverberant Environments. MLSP (2020)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
Quaternion-Valued Variational Autoencoder. CoRR (2020)
Riccardo Vecchi, Simone Scardapane, Danilo Comminiello, Aurelio Uncini
Compressing deep-quaternion neural networks with targeted regularisation. CAAI Trans. Intell. Technol. 5 (3) (2020)
Antonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini
A Wide Multimodal Dense U-Net for Fast Magnetic Resonance Imaging. EUSIPCO (2020)
Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini, Yong-Cheol Lee
Deep Recurrent Neural Networks for Audio Classification in Construction Sites. EUSIPCO (2020)
Danilo Comminiello, Marco Lella, Simone Scardapane, Aurelio Uncini
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events. ICASSP (2019)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Aurelio Uncini
Steady-State Performance of an Adaptive Combined MISO Filter Using the Multichannel Affine Projection Algorithm. Algorithms 12 (1) (2019)
Danilo Comminiello, Michele Scarpiniti, Raffaele Parisi, Aurelio Uncini
Frequency-domain Adaptive Filtering: from Real to Hypercomplex Signal Processing. ICASSP (2019)
Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini
Convex Combination of Spline Adaptive Filters. EUSIPCO (2019)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini
Widely Linear Kernels for Complex-Valued Kernel Activation Functions. CoRR (2019)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini
Widely Linear Kernels for Complex-valued Kernel Activation Functions. ICASSP (2019)
Riccardo Vecchi, Simone Scardapane, Danilo Comminiello, Aurelio Uncini
Compressing deep quaternion neural networks with targeted regularization. CoRR (2019)
Antonio Falvo, Danilo Comminiello, Simone Scardapane, Giorgio Finesi, Michele Scarpiniti, Aurelio Uncini
A Multimodal Deep Network for the Reconstruction of T2W MR Images. CoRR (2019)
Fernando Sánchez Lasheras, Danilo Comminiello, Alicja Krzemien
Advances in Complex Systems and Their Applications to Cybersecurity. Complex. 2019 (2019)
Antonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini
A Multimodal Dense U-Net For Accelerating Multiple Sclerosis MRI. MLSP (2019)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini
Recurrent Neural Networks with Flexible Gates using Kernel Activation Functions. CoRR (2018)
Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Luis Antonio Azpicueta-Ruiz, Aurelio Uncini
Combined Sparse Regularization for Nonlinear Adaptive Filters. EUSIPCO (2018)
Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Aurelio Uncini
-norm regularization. ISCAS (2018)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini
Improving Graph Convolutional Networks with Non-Parametric Activation Functions. CoRR (2018)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Aurelio Uncini
Improving Graph Convolutional Networks with Non-Parametric Activation Functions. EUSIPCO (2018)
Danilo Comminiello, Marco Lella, Simone Scardapane, Aurelio Uncini
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events. CoRR (2018)
Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini
Recurrent Neural Networks with flexible Gates using Kernel activation Functions. MLSP (2018)
Antonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini
A Multimodal Deep Network for the Reconstruction of T2W MR Images. IIH-MSP (1) (2017)
Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini
Flexible Generative Adversarial Networks with Non-parametric Activation Functions. IIH-MSP (1) (2017)
Alberto Carini, Danilo Comminiello
Introducing complex functional link polynomial filters. ICASSP (2017)
Simone Scardapane, Danilo Comminiello, Amir Hussain, Aurelio Uncini
Group sparse regularization for deep neural networks. Neurocomputing 241 (2017)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation. EUSIPCO (2017)
Michele Scarpiniti, Danilo Comminiello, Federico Muciaccia, Aurelio Uncini
Quaternion Widely Linear Forecasting of Air Quality. IIH-MSP (1) (2017)
Francesca Ortolani, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
Frequency domain quaternion adaptive filters: Algorithms and convergence performance. Signal Process. 136 (2017)
Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini
Combined nonlinear filtering architectures involving sparse functional link adaptive filters. Signal Process. 135 (2017)
Simone Scardapane, Danilo Comminiello, Amir Hussain, Aurelio Uncini
Group Sparse Regularization for Deep Neural Networks. CoRR (2016)
Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
A semi-supervised random vector functional-link network based on the transductive framework. Inf. Sci. (2016)
Vinal Patel, Danilo Comminiello, Michele Scarpiniti, Nithin V. George, Aurelio Uncini
Design of hybrid nonlinear spline adaptive filters for active noise control. IJCNN (2016)
Simone Scardapane, Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini
Learning activation functions from data using cubic spline interpolation. CoRR (2016)
Simone Scardapane, Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini
Diffusion spline adaptive filtering. EUSIPCO (2016)
Steven Van Vaerenbergh, Luis Antonio Azpicueta-Ruiz, Danilo Comminiello
A split kernel adaptive filtering architecture for nonlinear acoustic echo cancellation. EUSIPCO (2016)

Danilo Comminiello.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Danilo Comminiello