Generating High Dimensional User-Specific Wireless Channels using
Diffusion Models

Generating High Dimensional User-Specific Wireless Channels using Diffusion Models

5 September 2024

Jeffrey G. Andrews

Papers citing "Generating High Dimensional User-Specific Wireless Channels using Diffusion Models"

11 / 11 papers shown

Title
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates Stefano Bruno Ying Zhang Dong-Young Lim Ömer Deniz Akyildiz Sotirios Sabanis DiffM 62 4 0 22 Nov 2023
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling Ushnish Sengupta Chin-Kuo Jao A. Bernacchia Sattar Vakili Da-shan Shiu DiffM 52 14 0 10 Aug 2023
Score-based Source Separation with Applications to Digital Communication Signals T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 53 7 0 26 Jun 2023
Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation Akash S. Doshi Manan Gupta J. Andrews 56 22 0 25 May 2022
MIMO Channel Estimation using Score-Based Generative Models Marius Arvinte Jonathan I. Tamir DiffM 42 54 0 14 Apr 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 114 431 0 30 Nov 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 222 7,831 0 11 May 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 260 7,356 0 06 Oct 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,902 0 12 Jul 2019
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 201 9,546 0 31 Mar 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015