Enhancing Semantic Communication with Deep Generative Models -- An
ICASSP Special Session Overview

Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview

5 September 2023

Eleonora Grassucci

Danilo Comminiello

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Papers citing "Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview"

14 / 14 papers shown

Title
Energy-Efficient Downlink Semantic Generative Communication with Text-to-Image Generators Hyein Lee Jihong Park Sooyoung Kim Jinho Choi DiffM 38 5 0 08 Jun 2023
Semantic-aware Digital Twin for Metaverse: A Comprehensive Review Senthil Kumar Jagatheesaperumal Zhaohui Yang Qianqian Yang Chongwen Huang Wei Xu M. Shikh-Bahaei Zhaoyang Zhang 26 19 0 12 May 2023
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer Yuhta Takida Masaaki Imaizumi Takashi Shibuya Chieh-Hsin Lai Toshimitsu Uesaka Naoki Murata Yuki Mitsufuji GAN 64 13 0 30 Jan 2023
Generative Joint Source-Channel Coding for Semantic Image Transmission Ece Naz Erdemir Tze-Yang Tung Pier Luigi Dragotti Deniz Gunduz GAN 96 84 0 24 Nov 2022
Wireless Deep Speech Semantic Transmission Zixuan Xiao Shengshi Yao Jincheng Dai Sixian Wang K. Niu Ping Zhang 3DV DiffM 41 19 0 04 Nov 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 81 1,421 0 29 Sep 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 328 178 0 30 Jun 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 308 608 0 29 May 2022
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 82 346 0 30 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 274 536 0 06 Dec 2021
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Eleonora Grassucci Aston Zhang Danilo Comminiello 57 37 0 08 Oct 2021
Quaternion Generative Adversarial Networks Eleonora Grassucci Edoardo Cicero Danilo Comminiello 55 34 0 19 Apr 2021
Semantic Communications for Speech Signals Zhenzi Weng Zhijin Qin Geoffrey Ye Li 52 82 0 09 Dec 2020
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 80 394 0 04 Nov 2020