477 citations · 491 across the 13 of their papers we have counts for
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NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement
Giordano Cicchetti, Danilo Comminiello
Real-world documents may suffer various forms of degradation, often resulting in lower accuracy in optical character recognition (OCR) systems. Therefore, a crucial preprocessing s…
Towards Explaining Hypercomplex Neural Networks
Eleonora Lopez, Eleonora Grassucci, Debora Capriotti +1
Hypercomplex neural networks are gaining increasing interest in the deep learning community. The attention directed towards hypercomplex models originates from several aspects, spa…
Overview of the L3DAS23 Challenge on Audio-Visual Extended Reality
Christian Marinoni, Riccardo Fosco Gramaccioni, Changan Chen +2
The primary goal of the L3DAS23 Signal Processing Grand Challenge at ICASSP 2023 is to promote and support collaborative research on machine learning for 3D audio signal processing…
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks
Eleonora Grassucci, Jihong Park, Sergio Barbarossa +3
While deep generative models are showing exciting abilities in computer vision and natural language processing, their adoption in communication frameworks is still far underestimat…