Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation

25 May 2022

Papers citing "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

26 / 26 papers shown

Title
MIMO-GAN: Generative MIMO Channel Modeling Tribhuvanesh Orekondy Arash Behboodi Joseph B. Soriaga GAN 33 18 0 16 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 201 30,069 0 01 Mar 2022
Score-Based Generative Models for Robust Channel Estimation Marius Arvinte Jonathan I. Tamir DiffM 34 7 0 16 Nov 2021
Robust Compressed Sensing MRI with Deep Generative Priors A. Jalal Marius Arvinte Giannis Daras Eric Price A. Dimakis Jonathan I. Tamir MedIm 73 335 0 03 Aug 2021
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning Divyansh Jhunjhunwala Advait Gadhikar Gauri Joshi Yonina C. Eldar FedML MQ 41 108 0 08 Feb 2021
DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems Yize Zhang Akash S. Doshi Rob Liston Wai-tian Tan Xiaoqing Zhu J. Andrews R. Heath 33 31 0 19 Oct 2020
Robust Compressed Sensing using Generative Models A. Jalal Liu Liu A. Dimakis Constantine Caramanis 53 39 0 16 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 67 526 0 12 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 317 42,038 0 03 Dec 2019
Generative Models for Effective ML on Private, Decentralized Datasets S. Augenstein H. B. McMahan Daniel Ramage Swaroop Indra Ramaswamy Peter Kairouz Mingqing Chen Rajiv Mathews Blaise Agüera y Arcas SyDa 71 182 0 15 Nov 2019
Model Pruning Enables Efficient Federated Learning on Edge Devices Yuang Jiang Shiqiang Wang Victor Valls Bongjun Ko Wei-Han Lee Kin K. Leung Leandros Tassiulas 56 454 0 26 Sep 2019
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis Shuang Qiu Xiaohan Wei Zhuoran Yang 57 25 0 14 Aug 2019
Towards Federated Learning at Scale: System Design Keith Bonawitz Hubert Eichner W. Grieskamp Dzmitry Huba A. Ingerman ... H. B. McMahan Timon Van Overveldt David Petrou Daniel Ramage Jason Roselander FedML 101 2,652 0 04 Feb 2019
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets Corentin Hardy Erwan Le Merrer B. Sericola GAN 110 181 0 09 Nov 2018
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation D. Park Seungjoo Yoo Hyojin Bahng Jaegul Choo Noseong Park GAN 31 24 0 07 May 2018
Physical Layer Communications System Design Over-the-Air Using Adversarial Networks Tim O'Shea Tamoghna Roy Nathan E. West Benjamin C. Hilburn GAN 29 109 0 08 Mar 2018
Task-Aware Compressed Sensing with Generative Adversarial Networks Maya Kabkab Pouya Samangouei Rama Chellappa GAN 66 78 0 05 Feb 2018
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 93 781 0 08 Jun 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton SyDa GAN 60 677 0 22 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 157 9,509 0 31 Mar 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 112 804 0 09 Mar 2017
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 237 13,968 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 386 43,154 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 65 1,291 0 04 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 223 10,365 0 06 Nov 2014