Scholar
Danilo Comminiello
Google Scholar ID: H3Y52cMAAAAJ
Associate Professor at Sapienza University of Rome
Machine Learning
Neural Networks
Generative Models
Adaptive Filtering
Nonlinear Filtering
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Citations & Impact
All-time
Citations
2,722
H-index
26
i10-index
60
Publications
20
Co-authors
54
list available
Contact
Email
danilo.comminiello@uniroma1.it
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Publications
18 items
Closing the gap in multimodal medical representation alignment
2026
Cited
0
Closing the Modality Gap Aligns Group-Wise Semantics
2026
Cited
0
Controllable Audio-Visual Viewpoint Generation from 360° Spatial Information
2025
Cited
0
Generative Models for Helmholtz Equation Solutions: A Dataset of Acoustic Materials
2025
Cited
0
FoleyGRAM: Video-to-Audio Generation with GRAM-Aligned Multimodal Encoders
2025
Cited
0
StereoSync: Spatially-Aware Stereo Audio Generation from Video
2025
Cited
0
A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
2025
Cited
0
Semantic Compression via Multimodal Representation Learning
2025
Cited
0
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Resume (English only)
Research Experience
Elected Chair of the IEEE Machine Learning for Signal Processing Technical Committee
Chair of the IEEE Task Force on Computational Audio Processing
Area Editor for IEEE Signal Processing Magazine
Associate Editor for IEEE Transactions on Neural Networks and Learning Systems
General Chair of the 33rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2023)
General Chair of the INNS International Joint Conference on Neural Networks (IJCNN 2025)
Co-authors
54 total
Aurelio Uncini
Professor of Electrical and Computer Engineering, Sapienza University of Rome
Co-author 2
Simone Scardapane
Associate Professor, Sapienza University
Co-author 4
Eleonora Grassucci
Assistant Professor, Sapienza University of Rome
Co-author 6
Co-author 7
Prof Amir Hussain
School of Computing, Edinburgh Napier University, Scotland, UK
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