Cover Image

Discrete-Space Generative AI Pipeline for Semantic Transmission of Signals

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kokalj-Filipovic, Silvija, Kaasaragadda, Yagna
Format:	Preprint
Published:	2026
Subjects:	Information Theory Artificial Intelligence Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ReFormer: Generating Radio Fakes for Data Augmentation
by: Kaasaragadda, Yagna, et al.
Published: (2024)

Deep-Learned Compression for Radio-Frequency Signal Classification
by: Rodriguez, Armani, et al.
Published: (2024)

A look at adversarial attacks on radio waveforms from discrete latent space
by: Garuso, Attanasia, et al.
Published: (2025)

Benchmarking Semantic Communications for Image Transmission Over MIMO Interference Channels
by: Wang, Yanhu, et al.
Published: (2024)

Semantic Communication Enabled Holographic Video Processing and Transmission
by: Ying, Jingkai, et al.
Published: (2025)

VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space
by: Rodriguez, Armani, et al.
Published: (2024)

E2E Learning Massive MIMO for Multimodal Semantic Non-Orthogonal Transmission and Fusion
by: Wu, Minghui, et al.
Published: (2025)

Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference
by: Getu, Tilahun M., et al.
Published: (2023)

AI-Empowered Hybrid MIMO Beamforming
by: Shlezinger, Nir, et al.
Published: (2023)

Learning Multi-Access Point Coordination in Agentic AI Wi-Fi with Large Language Models
by: Fan, Yifan, et al.
Published: (2025)

Semantic-aware Transmission Scheduling: a Monotonicity-driven Deep Reinforcement Learning Approach
by: Chen, Jiazheng, et al.
Published: (2023)

SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models
by: Chen, Jiakang, et al.
Published: (2025)

Semantic Transmission Framework in Direct Satellite Communications
by: Huang, Chong, et al.
Published: (2026)

ToDMA: Large Model-Driven Token-Domain Multiple Access for Semantic Communications
by: Qiao, Li, et al.
Published: (2025)

Aerial Multi-Functional RIS in Fluid Antennas-Aided Full-Duplex Networks: A Self-Optimized Hybrid Deep Reinforcement Learning Approach
by: Shen, Li-Hsiang, et al.
Published: (2026)

End-to-End NOMA with Perfect and Quantized CSI Over Rayleigh Fading Channels
by: Benouadah, Selma, et al.
Published: (2026)

Multi-Agent Reinforcement Learning Counteracts Delayed CSI in Multi-Satellite Systems
by: Aristodemou, Marios, et al.
Published: (2026)

Joint single-shot ToA and DoA estimation for VAA-based BLE ranging with phase ambiguity: A deep learning-based approach
by: Xie, Jincheng, et al.
Published: (2026)

A Token/KV-Cache Communication Media Selection and Resource Allocation Strategy for Multi-Agent Collaboration
by: Dai, Lipeng, et al.
Published: (2026)

Two-Timescale Joint Transmit and Pinching Beamforming for Pinching-Antenna Systems
by: Zhang, Luyuan, et al.
Published: (2025)

Belief Information based Deep Channel Estimation for Massive MIMO Systems
by: Xu, Jialong, et al.
Published: (2024)

Active learning for efficient data selection in radio-signal based positioning via deep learning
by: Corlay, Vincent, et al.
Published: (2024)

Beyond-Diagonal RIS Under Non-Idealities: Learning-Based Architecture Discovery and Optimization
by: Zhou, Binggui, et al.
Published: (2025)

COST CA20120 INTERACT Framework of Artificial Intelligence Based Channel Modeling
by: He, Ruisi, et al.
Published: (2024)

Precoder Design in Multi-User FDD Systems with VQ-VAE and GNN
by: Allaparapu, Srikar, et al.
Published: (2025)

RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off
by: Enttsel, Andriy, et al.
Published: (2025)

Pay Less But Get More: A Dual-Attention-based Channel Estimation Network for Massive MIMO Systems with Low-Density Pilots
by: Zhou, Binggui, et al.
Published: (2023)

Low-Overhead Channel Estimation via 3D Extrapolation for TDD mmWave Massive MIMO Systems Under High-Mobility Scenarios
by: Zhou, Binggui, et al.
Published: (2024)

DiffPace: Diffusion-based Plug-and-play Augmented Channel Estimation in mmWave and Terahertz Ultra-Massive MIMO Systems
by: Hu, Zhengdong, et al.
Published: (2025)

Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver
by: Bai, Jiatong, et al.
Published: (2024)

Distributed Gossip-GAN for Low-overhead CSI Feedback Training in FDD mMIMO-OFDM Systems
by: Cao, Yuwen, et al.
Published: (2025)

RIS-ADMM: A RIS and ADMM-Based Passive and Sparse Sensing Method With Interference Removal
by: Chen, Peng, et al.
Published: (2022)

Physics-Inspired Deep Learning Anti-Aliasing Framework in Efficient Channel State Feedback
by: Lin, Yu-Chien, et al.
Published: (2024)

Unsupervised Learning-Based Joint Resource Allocation and Beamforming Design for RIS-Assisted MISO-OFDMA Systems
by: Ma, Yu, et al.
Published: (2025)

Cross-field SNR Analysis and Tensor Channel Estimation for Multi-UAV Near-field Communications
by: Huo, Tianyu, et al.
Published: (2025)

Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems
by: Wang, Yuyang, et al.
Published: (2021)

Large Model Enabled Embodied Intelligence for 6G Integrated Perception, Communication, and Computation Network
by: Li, Zhuoran, et al.
Published: (2025)

A Low-Overhead Incorporation-Extrapolation based Few-Shot CSI Feedback Framework for Massive MIMO Systems
by: Zhou, Binggui, et al.
Published: (2023)

Sionna RT: Technical Report
by: Aoudia, Fayçal Aït, et al.
Published: (2025)

Interference-Aware Super-Constellation Design for NOMA
by: Vaezi, Mojtaba, et al.
Published: (2025)