Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

7 June 2023

Eleonora Grassucci

Sergio Barbarossa

Danilo Comminiello

Papers citing "Generative Semantic Communication: Diffusion Models Beyond Bit Recovery"

13 / 13 papers shown

Title
Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications Yu-Chieh Chao Yubei Chen Weiwei Wang Achintha Wijesinghe Suchinthaka Wanninayaka Songyang Zhang Zhi Ding DiffM 63 0 0 25 Feb 2025
Object-Attribute-Relation Representation Based Video Semantic Communication Qiyuan Du Yiping Duan Qianqian Yang Xiaoming Tao Mérouane Debbah 53 2 0 15 Jun 2024
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering Jiangyuan Guo Wei-Neng Chen Yuxuan Sun Jia-lin Xu Bo Ai 54 4 0 17 May 2024
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders Hao Shi Kazuki Shimada M. Hirano Takashi Shibuya Yuichiro Koyama Zhi-Wei Zhong Shusuke Takahashi Tatsuya Kawahara Yuki Mitsufuji DiffM 27 14 0 18 May 2023
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model Deepanway Ghosal Navonil Majumder Ambuj Mehrish Soujanya Poria 138 141 0 24 Apr 2023
CoBIT: A Contrastive Bi-directional Image-Text Generation Model Haoxuan You Mandy Guo Zhecan Wang Kai-Wei Chang Jason Baldridge Jiahui Yu DiffM 37 12 0 23 Mar 2023
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang Jia-Bin Huang Dongchao Yang Yi Ren Luping Liu Mingze Li Zhenhui Ye Jinglin Liu Xiaoyue Yin Zhou Zhao DiffM 140 315 0 30 Jan 2023
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 188 1,133 0 10 Sep 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 214 175 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 243 564 0 29 May 2022
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 27 212 0 08 Feb 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 188 183 0 08 Dec 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 179 92 0 28 Mar 2020