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Lightweight and efficient deep joint source-channel coding (JSCC) is a key technology for semantic communications.
E. Bourtsoulatze, D. Burth Kurka, and D. Gündüz, “Deep Joint Source-Channel Coding for Wireless Image Transmission,”
2019
Earlier work this paper cites.
Z. Liu, Y. Lin, Y. Cao, H. Hu, Y. Wei, Z. Zhang, S. Lin, and B. Guo, “Swin Transformer: Hierarchical Vision Transformer using Shifted Windows,” in
2021
Earlier work this paper cites.
J. Liu, S. Shao, W. Zhang, and H. V. Poor, “An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation,”
2022
Earlier work this paper cites.
S. Yao, K. Niu, S. Wang, and J. Dai, “Semantic Coding for Text Transmission: An Iterative Design,”
2022
Earlier work this paper cites.
J. Xu, B. Ai, W. Chen, A. Yang, P. Sun, and M. Rodrigues, “Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules,”
2022
Earlier work this paper cites.
D. Gündüz, Z. Qin, I. E. Aguerri, H. S. Dhillon, Z. Yang, A. Yener, K. K. Wong, and C.-B. Chae, “Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications,”
2023
Cited alongside, same era.
Z. Qin, F. Gao, B. Lin, X. Tao, G. Liu, and C. Pan, “A Generalized Semantic Communication System: From Sources to Channels,”
2023
Cited alongside, same era.
J. Xu, B. Ai, N. Wang, and W. Chen, “Deep Joint Source-Channel Coding for CSI Feedback: An End-to-End Approach,”
2023
Cited alongside, same era.
S. Wang, J. Dai, Z. Liang, K. Niu, Z. Si, C. Dong, X. Qin, and P. Zhang, “Wireless Deep Video Semantic Transmission,”
2023
Cited alongside, same era.
2023
Later among the works it cites.
A. Gu and T. Dao, “Mamba: Linear-time sequence modeling with selective state spaces,”
2023
Later among the works it cites.
T. Wu, Z. Chen, D. He, L. Qian, Y. Xu, M. Tao, and W. Zhang, “CDDM: Channel Denoising Diffusion Models for Wireless Semantic Communications,”
2024
Closest in time.
2024
Closest in time.
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