Shadowgraph
TrendingAbout
Sign in

yang-hsiao/OpenSemanticComm

Open source code in the field of semantic communication.

363

39 commits

updated Mar 7, 2025

See the code

README

OpenSemanticComm

This repository organizes open source code in the field of semantic communication.

Give this project a star if you find it useful — it helps others discover the repo! And don't forget to watch for updates

Besides, warmly invite you to contribute to this repository by sharing your open-source code through pull requests. Additionally, if you have conference presentations (PPTs), recordings, or any other materials that you think could be valuable to others, feel free to share them to the \materials folder.

Any question or cooperation, feel free to contact me at yangxiao241@mails.ucas.ac.cn

TitleSourcecode
Content Adaptive Distributed Joint Source-Channel Coding for Image Transmission With HyperpriorTCCN 2025Official code
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationArxivOfficial code
Contrastive Learning and Adversarial Disentanglement for Privacy-Preserving Task-Oriented Semantic CommunicationsArXivOfficial Version
Compression Ratio Learning and Semantic Communications for Video ImagingJSTSP 2024Official Version
CDDM: Channel Denoising Diffusion Models for Wireless Semantic CommunicationsTWC 2024Official Version
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication FrameworkTWC 2024Official Version
Joint Coding-Modulation for Digital Semantic Communications via Variational AutoencoderTCOMM 2024Official Version
A Unified Multi-Task Semantic Communication System for Multimodal DataTCOMM 2024Official Version
Swinjscc: Taming swin transformer for deep joint source-channel codingTCCN 2024Official Version
Two-way semantic communications without feedbackTVT 2024Official Version
GenSC: Generative Semantic Communication Systems Using BART-Like ModelCOMML 2024official version
Diffusion Models for Audio Semantic CommunicationICASSP 2024Official Version
Extreme Video Compression With Prediction Using Pre-trainded Diffusion ModelsWCSP 2024Official Version
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side InformationICMLCN 2024Official Version
Wireless Image Semantic Cooperative Transmission in Distributed Edge Networks: An Information Disentanglement MethodSPAWC 2024Official Version
Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask AttackArXivOfficial Version
Language-Oriented Semantic Latent Representation for Image TransmissionArXivOfficial Version
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image TransmissionArXivOfficial Version
Deep Learning-Based Adaptive Joint Source-Channel Coding using HypernetworksArXivOfficial Version
Semantic Communications With Variable-Length Coding for Extended RealityJSTSP 2023Official Version
Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic CommunicationTWC 2023Official Version
Robust Semantic Communications With Masked VQ-VAE Enabled CodebookTWC 2023Official Version
Knowledge Enhanced Semantic Communication ReceiverCOMML 2023Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic CommunicationCOMML 2023Official Version
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelICC 2023Official Version
DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image TransmissionGlobecom 2023Official Version
Alternate Learning based Sparse Semantic Communications for Visual TransmissionPIMRC 2023Official Version
WITT: A WIRELESS IMAGE TRANSMISSION TRANSFORMER FOR SEMANTIC COMMUNICATIONSICASSP 2023Official Version
Space-Time Design for Deep Joint Source Channel Coding of Images over MIMO ChannelsSPAWC 2023Official Version
On the role of ViT and CNN in semantic communications: Analysis and prototype validationIEEE Access 2023Official Version
Deep Learning Enabled Video Semantic Transmission Against Multi-dimensional NoiseGlobecom Workshops 2023Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic CommunicationArXivOfficial Version
Large AI Model-Based Semantic CommunicationsArXivOfficial Version
Generative Semantic Communication: Diffusion Models Beyond Bit RecoveryArXivOfficial Version
Semantic-Functional Communications in Cyber-Physical SystemsArXivOfficial Version
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic DataJSAC 2022Official Version
Nonlinear Transform Source-Channel Coding for Semantic CommunicationsJSAC 2022Official Version
OFDM-guided deep joint source channel coding for wireless multipath fading channelsTCCN 2022Official Version
Adaptive bit rate control in semantic communication with incremental knowledge-based HARQOJCOMS 2022Official Version
Resource Allocation for Text Semantic CommunicationsWCL 2022Official Version
Semantic Communications with Discrete-time Analog Transmission: A PAPR PerspectiveWCL 2022Official Version
QoE-aware resource allocation for semantic communication networksGlobecom 2022Official Version
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic TransmissionGlobecom 2022Official Version
Deep joint source-channel coding for wireless image transmission with adaptive rate controlICASSP 2022Official Version
Real-time semantic communications with a vision transformerICC Workshops 2022Official Version
Deep Joint Source-Channel Coding Over Cooperative Relay NetworksArXivOfficial Version
Semantic Communication Systems for Speech TransmissionJSAC 2021Official Version
Deep Learning Enabled Semantic Communication SystemsTSP 2021Official Version; PyTorch Version
Wireless Image Transmission Using Deep Source Channel Coding With Attention ModulesTCSVT 2021Official Version
Deep joint source channel coding for wireless image transmission with OFDMICC 2021Official Version
Reinforcement Learning-powered Semantic Communication via Semantic SimilarityArXivOfficial Version
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with FeedbackJSAIT 2020Official Version

Acknowlegaements

Thanks to the original authors of this open-source code for their valuable contributions to the community.

Similar repos

qin-jingyun/Awesome-DiffComm

A public repository of "Generative AI Meets 6G and Beyond: Diffusion Models for Semantic…

60

Paper2Chinese/NeurIPS2024-Reading-Paper-With-Code

27

lavinal712/Awesome-Visual-Tokenizers

📖 This is a repository for organizing papers, codes and other resources related to visual…

18

Paper2Chinese/CVPR-2026-reading-papers-with-code

218

SkalskiP/top-cvpr-2024-papers

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥…

736

dongzhuoyao/Diffusion-Representation-Learning-Survey-Taxonomy

114

XiudingCai/Awesome-Mamba-Collection

A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.

766

moatifbutt/awesome-diffusion-ECCV-2024

List of diffusion papers accepted in ECCV 2024.

16

yang-hsiao/OpenSemanticComm

Open source code in the field of semantic communication.

363

39 commits

updated Mar 7, 2025

See the code

README

OpenSemanticComm

This repository organizes open source code in the field of semantic communication.

Give this project a star if you find it useful — it helps others discover the repo! And don't forget to watch for updates

Besides, warmly invite you to contribute to this repository by sharing your open-source code through pull requests. Additionally, if you have conference presentations (PPTs), recordings, or any other materials that you think could be valuable to others, feel free to share them to the \materials folder.

Any question or cooperation, feel free to contact me at yangxiao241@mails.ucas.ac.cn

TitleSourcecode
Content Adaptive Distributed Joint Source-Channel Coding for Image Transmission With HyperpriorTCCN 2025Official code
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationArxivOfficial code
Contrastive Learning and Adversarial Disentanglement for Privacy-Preserving Task-Oriented Semantic CommunicationsArXivOfficial Version
Compression Ratio Learning and Semantic Communications for Video ImagingJSTSP 2024Official Version
CDDM: Channel Denoising Diffusion Models for Wireless Semantic CommunicationsTWC 2024Official Version
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication FrameworkTWC 2024Official Version
Joint Coding-Modulation for Digital Semantic Communications via Variational AutoencoderTCOMM 2024Official Version
A Unified Multi-Task Semantic Communication System for Multimodal DataTCOMM 2024Official Version
Swinjscc: Taming swin transformer for deep joint source-channel codingTCCN 2024Official Version
Two-way semantic communications without feedbackTVT 2024Official Version
GenSC: Generative Semantic Communication Systems Using BART-Like ModelCOMML 2024official version
Diffusion Models for Audio Semantic CommunicationICASSP 2024Official Version
Extreme Video Compression With Prediction Using Pre-trainded Diffusion ModelsWCSP 2024Official Version
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side InformationICMLCN 2024Official Version
Wireless Image Semantic Cooperative Transmission in Distributed Edge Networks: An Information Disentanglement MethodSPAWC 2024Official Version
Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask AttackArXivOfficial Version
Language-Oriented Semantic Latent Representation for Image TransmissionArXivOfficial Version
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image TransmissionArXivOfficial Version
Deep Learning-Based Adaptive Joint Source-Channel Coding using HypernetworksArXivOfficial Version
Semantic Communications With Variable-Length Coding for Extended RealityJSTSP 2023Official Version
Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic CommunicationTWC 2023Official Version
Robust Semantic Communications With Masked VQ-VAE Enabled CodebookTWC 2023Official Version
Knowledge Enhanced Semantic Communication ReceiverCOMML 2023Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic CommunicationCOMML 2023Official Version
Distributed Deep Joint Source-Channel Coding over a Multiple Access ChannelICC 2023Official Version
DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image TransmissionGlobecom 2023Official Version
Alternate Learning based Sparse Semantic Communications for Visual TransmissionPIMRC 2023Official Version
WITT: A WIRELESS IMAGE TRANSMISSION TRANSFORMER FOR SEMANTIC COMMUNICATIONSICASSP 2023Official Version
Space-Time Design for Deep Joint Source Channel Coding of Images over MIMO ChannelsSPAWC 2023Official Version
On the role of ViT and CNN in semantic communications: Analysis and prototype validationIEEE Access 2023Official Version
Deep Learning Enabled Video Semantic Transmission Against Multi-dimensional NoiseGlobecom Workshops 2023Official Version
Alleviating Distortion Accumulation in Multi-Hop Semantic CommunicationArXivOfficial Version
Large AI Model-Based Semantic CommunicationsArXivOfficial Version
Generative Semantic Communication: Diffusion Models Beyond Bit RecoveryArXivOfficial Version
Semantic-Functional Communications in Cyber-Physical SystemsArXivOfficial Version
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic DataJSAC 2022Official Version
Nonlinear Transform Source-Channel Coding for Semantic CommunicationsJSAC 2022Official Version
OFDM-guided deep joint source channel coding for wireless multipath fading channelsTCCN 2022Official Version
Adaptive bit rate control in semantic communication with incremental knowledge-based HARQOJCOMS 2022Official Version
Resource Allocation for Text Semantic CommunicationsWCL 2022Official Version
Semantic Communications with Discrete-time Analog Transmission: A PAPR PerspectiveWCL 2022Official Version
QoE-aware resource allocation for semantic communication networksGlobecom 2022Official Version
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic TransmissionGlobecom 2022Official Version
Deep joint source-channel coding for wireless image transmission with adaptive rate controlICASSP 2022Official Version
Real-time semantic communications with a vision transformerICC Workshops 2022Official Version
Deep Joint Source-Channel Coding Over Cooperative Relay NetworksArXivOfficial Version
Semantic Communication Systems for Speech TransmissionJSAC 2021Official Version
Deep Learning Enabled Semantic Communication SystemsTSP 2021Official Version; PyTorch Version
Wireless Image Transmission Using Deep Source Channel Coding With Attention ModulesTCSVT 2021Official Version
Deep joint source channel coding for wireless image transmission with OFDMICC 2021Official Version
Reinforcement Learning-powered Semantic Communication via Semantic SimilarityArXivOfficial Version
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with FeedbackJSAIT 2020Official Version

Acknowlegaements

Thanks to the original authors of this open-source code for their valuable contributions to the community.

Similar repos

qin-jingyun/Awesome-DiffComm

A public repository of "Generative AI Meets 6G and Beyond: Diffusion Models for Semantic…

60

Paper2Chinese/NeurIPS2024-Reading-Paper-With-Code

27

lavinal712/Awesome-Visual-Tokenizers

📖 This is a repository for organizing papers, codes and other resources related to visual…

18

Paper2Chinese/CVPR-2026-reading-papers-with-code

218

SkalskiP/top-cvpr-2024-papers

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥…

736

dongzhuoyao/Diffusion-Representation-Learning-Survey-Taxonomy

114

XiudingCai/Awesome-Mamba-Collection

A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.

766

moatifbutt/awesome-diffusion-ECCV-2024

List of diffusion papers accepted in ECCV 2024.

16