DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding

DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding

16 June 2022

David Burth Kurka

Mikolaj Jankowski

Deniz Gunduz

Papers citing "DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding"

16 / 16 papers shown

Title
SoundSpring: Loss-Resilient Audio Transceiver with Dual-Functional Masked Language Modeling Shengshi Yao Jincheng Dai Xiaoqi Qin Sixian Wang Siye Wang K. Niu Ping Zhang 96 0 0 22 Jan 2025
Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints Lei Guo Wei Chen Yuxuan Sun Bo Ai Nikolaos Pappas T. Quek DiffM 99 6 0 26 Jul 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 73 6 0 27 Apr 2024
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission Tze-Yang Tung Deniz Gündüz 70 122 0 25 Nov 2021
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM Mingyu Yang Chenghong Bian Hun-Seok Kim BDL 93 71 0 05 Jan 2021
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 48 121 0 26 Sep 2020
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems Fayçal Ait Aoudia J. Hoydis 15 17 0 10 Apr 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip Yuxuan Song Minkai Xu Lantao Yu Hao Zhou Shuo Shao Yong Yu AAML 54 16 0 03 Apr 2020
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 69 305 0 25 Nov 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 123 1,810 0 02 Jun 2019
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 40 39 0 19 Nov 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 281 8,902 0 21 Nov 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 66 482 0 03 Apr 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 314 5,228 0 16 Sep 2016
Density Modeling of Images using a Generalized Normalization Transformation Johannes Ballé Valero Laparra Eero P. Simoncelli 41 389 0 19 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014