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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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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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03/26/2023
A Golden Decade of Polar Codes: From Basic Principle to 5G Applications
After the pursuit of seventy years, the invention of polar codes indicat...
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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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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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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
Semantic Coded Transmission: Architecture, Methodology, and Challenges
Classical coded transmission schemes, which rely on probabilistic models...
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10/23/2021
Generalized Polarization Transform: A Novel Coded Transmission Paradigm
With the standardization and deployment of 5G, the focus has now shifted...
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02/07/2021
Learning to Decode Protograph LDPC Codes
The recent development of deep learning methods provides a new approach ...
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02/09/2020
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification
Classifying the sub-categories of an object from the same super-category...
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05/30/2017