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09/13/2023
Diffusion models for audio semantic communication
Directly sending audio signals from a transmitter to a receiver across a...
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09/05/2023
Enhancing Semantic Communication with Deep Generative Models – An ICASSP Special Session Overview
Semantic communication is poised to play a pivotal role in shaping the l...
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06/07/2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery
Semantic communication is expected to be one of the cores of next-genera...
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05/18/2023
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation
This paper addresses the problem of translating night-time thermal infra...
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05/04/2022
Hypercomplex Image-to-Image Translation
Image-to-image translation (I2I) aims at transferring the content repres...
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04/12/2022
Multi-View Breast Cancer Classification via Hypercomplex Neural Networks
Traditionally, deep learning-based methods for breast cancer classificat...
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04/04/2022
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation
Spatial audio methods are gaining a growing interest due to the spread o...
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10/08/2021
Lightweight Convolutional Neural Networks By Hypercomplex Parameterization
Hypercomplex neural networks have proved to reduce the overall number of...
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04/19/2021
Quaternion Generative Adversarial Networks
Latest Generative Adversarial Networks (GANs) are gathering outstanding ...
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10/22/2020