CommIN: Semantic Image Communications as an Inverse Problem with
INN-Guided Diffusion Models

CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models

2 October 2023

Deniz Gündüz

Pier Luigi Dragotti

Papers citing "CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models"

10 / 10 papers shown

Title
Coop-WD: Cooperative Perception with Weighting and Denoising for Robust V2V Communication Chenguang Liu Jianjun Chen Yunfei Chen Yubei He Zhuangkun Wei Hongjian Sun Haiyan Lu Qi Hao 34 0 0 06 May 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
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
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
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
Generative AI-Based Probabilistic Constellation Shaping With Diffusion Models Mehdi Letafati Samad Ali Matti Latva-aho DiffM 18 6 0 15 Nov 2023
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 16 7 0 30 Oct 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
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