Generative Joint Source-Channel Coding for Semantic Image Transmission

24 November 2022

Deniz Gunduz

Papers citing "Generative Joint Source-Channel Coding for Semantic Image Transmission"

33 / 33 papers shown

Title
Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Jianhao Huang Qunsong Zeng Kaibin Huang DiffM 26 0 0 15 May 2025
Modeling and Performance Analysis for Semantic Communications Based on Empirical Results Shuai Ma Bin Shen Chuanhui Zhang Youlong Wu Hang Li Shiyin Li Guangming Shi Naofal Al-Dhahir 37 0 0 29 Apr 2025
Learning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding Selim F. Yilmaz Can Karamanli Deniz Gündüz 36 1 0 23 Mar 2025
SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models Jiakang Chen Selim F. Yilmaz Di You Pier Luigi Dragotti Deniz Gündüz DiffM 56 2 0 16 Mar 2025
Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices Jun Chen J. Wang Ruibin Li H. Zhou Wei Dong Huan Liu Yuanhao Yu OT 98 0 0 05 Mar 2025
Generative Video Semantic Communication via Multimodal Semantic Fusion with Large Model Hang Yin Li Qiao Yu Ma Shuo Sun Kan Li Zhen Gao Dusit Niyato DiffM VGen 204 0 0 20 Feb 2025
Vision Transformer-based Semantic Communications With Importance-Aware Quantization Joohyuk Park Yongjeong Oh Yongjune Kim Yo-Seb Jeon MQ 71 0 0 08 Dec 2024
Editable-DeepSC: Reliable Cross-Modal Semantic Communications for Facial Editing Bin Chen Wenbo Yu Qinshan Zhang Tianqu Zhuang Yong Jiang Shu-Tao Xia 172 0 0 24 Nov 2024
Diffusion-based Generative Multicasting with Intent-aware Semantic Decomposition Xinkai Liu Mahdi Boloursaz Mashhadi Li Qiao Yi Ma Rahim Tafazolli Mehdi Bennis DiffM 54 2 0 04 Nov 2024
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation Lingyi Wang Wei Wu Fuhui Zhou Zhijin Qin Qihui Wu 37 2 0 04 Nov 2024
Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs Deniz Gündüz Michèle A. Wigger Tze-Yang Tung Ping Zhang Yong Xiao 34 15 0 26 Sep 2024
Multimodal generative semantic communication based on latent diffusion model Weiqi Fu Lianming Xu Xin Wu Haoyang Wei Li Wang DiffM 27 1 0 10 Aug 2024
Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework Kexin Zhang Lixin Li Wensheng Lin Yuna Yan Rui Li Wenchi Cheng Zhu Han DiffM 34 5 0 31 Jul 2024
Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints Lei Guo Wei Chen Yuxuan Sun Bo Ai Nikolaos Pappas T. Quek DiffM 39 5 0 26 Jul 2024
Multi-level Reliability Interface for Semantic Communications over Wireless Networks Tze-Yang Tung H. Esfahanizadeh Jinfeng Du H. Viswanathan 44 1 0 07 Jul 2024
Semantic Communication Networks Empowered Artificial Intelligence of Things Yuntao Wang 42 1 0 04 Jul 2024
Object-Attribute-Relation Representation Based Video Semantic Communication Qiyuan Du Yiping Duan Qianqian Yang Xiaoming Tao Mérouane Debbah 63 2 0 15 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 55 5 0 27 Apr 2024
Multiple Access in the Era of Distributed Computing and Edge Intelligence Nikos G. Evgenidis Nikos A. Mitsiou Vasiliki I. Koutsioumpa Sotiris A. Tegos P. Diamantoulakis G. Karagiannidis 41 8 0 26 Feb 2024
Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication Shumin Yao Xiaodong Xu Hao Chen Yaping Sun Qinglin Zhao 20 1 0 26 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 29 3 0 08 Jan 2024
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 29 0 0 22 Dec 2023
Generative AI for Physical Layer Communications: A Survey Nguyen Van Huynh Jiacheng Wang Hongyang Du D. Hoang Dusit Niyato Diep N. Nguyen Dong In Kim K. B. Letaief AI4CE 36 31 0 09 Dec 2023
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning Guangqi Xie Xin Li Xiaohan Pan Zhibo Chen MedIm 27 1 0 20 Oct 2023
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information Selim F. Yilmaz Ezgi Ozyilkan Julija Rukanskait.e Amy X. Zhang 35 7 0 06 Oct 2023
CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models Jiakang Chen Di You Deniz Gündüz Pier Luigi Dragotti DiffM 29 16 0 02 Oct 2023
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models Niki Najafi Xueyan Niu Bo Bai S. Meterissian Lei Deng Deniz Gunduz DiffM 15 22 0 27 Sep 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 32 3 0 05 Sep 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 27 55 0 07 Jun 2023
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models Giannis Daras Joseph Dean A. Jalal A. Dimakis DRL 191 83 0 15 Feb 2021
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 74 204 0 21 Jul 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 541 0 08 Mar 2020