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03/26/2023
Dimensions of Semantic Coding: Explicit and Implicit
Recent advances in deep learning have led to increased interest in solvi...
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research
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03/26/2023
Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications
Recent deep learning methods have led to increased interest in solving h...
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12/10/2022
Variational Speech Waveform Compression to Catalyze Semantic Communications
We propose a novel neural waveform compression method to catalyze emergi...
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11/08/2022
Adaptive Semantic Communications: Overfitting the Source and Channel for Profit
Most semantic communication systems leverage deep learning models to pro...
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11/04/2022
Wireless Deep Speech Semantic Transmission
In this paper, we propose a new class of high-efficiency semantic coded ...
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11/02/2022
WITT: A Wireless Image Transmission Transformer for Semantic Communications
In this paper, we aim to redesign the vision Transformer (ViT) as a new ...
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10/30/2022
Versatile Semantic Coded Transmission over MIMO Fading Channels
Semantic communications have shown great potential to boost the end-to-e...
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08/04/2022
Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding
Classical communication paradigms focus on accurately transmitting bits ...
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05/26/2022
Wireless Deep Video Semantic Transmission
In this paper, we design a new class of high-efficiency deep joint sourc...
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05/26/2022
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission
As one novel approach to realize end-to-end wireless image semantic tran...
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03/13/2022
Towards Semantic Communications: A Paradigm Shift
The last seventy years have witnessed the transition of communication fr...
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01/25/2022
Distributed Image Transmission using Deep Joint Source-Channel Coding
We study the problem of deep joint source-channel coding (D-JSCC) for co...
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12/21/2021
Nonlinear Transform Source-Channel Coding for Semantic Communications
In this paper, we propose a new class of high-efficient deep joint sourc...
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12/06/2021
