Multimodal Wireless Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Aboulfotouh, Ahmed, Abou-Zeid, Hatem |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
6G WavesFM: A Foundation Model for Sensing, Communication, and Localization
by: Aboulfotouh, Ahmed, et al.
Published: (2025)
by: Aboulfotouh, Ahmed, et al.
Published: (2025)
Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
Building 6G Radio Foundation Models with Transformer Architectures
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
by: Aboulfotouh, Ahmed, et al.
Published: (2024)
IQFM A Wireless Foundational Model for I/Q Streams in AI-Native 6G
by: Mashaal, Omar, et al.
Published: (2025)
by: Mashaal, Omar, et al.
Published: (2025)
Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruning
by: Khan, Fazal Muhammad Ali, et al.
Published: (2024)
by: Khan, Fazal Muhammad Ali, et al.
Published: (2024)
WirelessJEPA: A Multi-Antenna Foundation Model using Spatio-temporal Wireless Latent Predictions
by: Chu, Viet, et al.
Published: (2026)
by: Chu, Viet, et al.
Published: (2026)
Generative AI Meets Wireless Sensing: Towards Wireless Foundation Model
by: Yang, Zheng, et al.
Published: (2025)
by: Yang, Zheng, et al.
Published: (2025)
SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction
by: Jing, Liwen, et al.
Published: (2026)
by: Jing, Liwen, et al.
Published: (2026)
Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks
by: Pan, Guangjin, et al.
Published: (2025)
by: Pan, Guangjin, et al.
Published: (2025)
Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
by: Bocus, Mohammud J., et al.
Published: (2023)
by: Bocus, Mohammud J., et al.
Published: (2023)
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
by: Lee, Cheol-Hui, et al.
Published: (2025)
by: Lee, Cheol-Hui, et al.
Published: (2025)
Towards a Foundation Model for Communication Systems
by: Buffelli, Davide, et al.
Published: (2025)
by: Buffelli, Davide, et al.
Published: (2025)
TolerantECG: A Foundation Model for Imperfect Electrocardiogram
by: Nguyen, Huynh Dang, et al.
Published: (2025)
by: Nguyen, Huynh Dang, et al.
Published: (2025)
Large-scale Training of Foundation Models for Wearable Biosignals
by: Abbaspourazad, Salar, et al.
Published: (2023)
by: Abbaspourazad, Salar, et al.
Published: (2023)
A Phenomenological AI Foundation Model for Physical Signals
by: Lien, Jaime, et al.
Published: (2024)
by: Lien, Jaime, et al.
Published: (2024)
Multi-View Wireless Sensing via Conditional Generative Learning: Framework and Model Design
by: Xing, Ziqing, et al.
Published: (2025)
by: Xing, Ziqing, et al.
Published: (2025)
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge
by: Djuhera, Aladin, et al.
Published: (2024)
by: Djuhera, Aladin, et al.
Published: (2024)
SpectrumFM: Redefining Spectrum Cognition via Foundation Modeling
by: Liu, Chunyu, et al.
Published: (2025)
by: Liu, Chunyu, et al.
Published: (2025)
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
by: Abbaspourazad, Salar, et al.
Published: (2024)
by: Abbaspourazad, Salar, et al.
Published: (2024)
FM-RME: Foundation Model Empowered Radio Map Estimation
by: Yang, Dong, et al.
Published: (2026)
by: Yang, Dong, et al.
Published: (2026)
Deep Feature Learning for Wireless Spectrum Data
by: Milosheski, Ljupcho, et al.
Published: (2023)
by: Milosheski, Ljupcho, et al.
Published: (2023)
DIVER-0 : A Fully Channel Equivariant EEG Foundation Model
by: Han, Danny Dongyeop, et al.
Published: (2025)
by: Han, Danny Dongyeop, et al.
Published: (2025)
Pretraining Strategies and Scaling for ECG Foundation Models: A Systematic Study
by: Al-Masud, M A, et al.
Published: (2026)
by: Al-Masud, M A, et al.
Published: (2026)
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
by: Suzumura, Toyotaro, et al.
Published: (2024)
by: Suzumura, Toyotaro, et al.
Published: (2024)
AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
by: Li, Jun, et al.
Published: (2026)
by: Li, Jun, et al.
Published: (2026)
Shift-Invariant Feature Attribution in the Application of Wireless Electrocardiograms
by: Getnet, Yalemzerf, et al.
Published: (2026)
by: Getnet, Yalemzerf, et al.
Published: (2026)
Adaptive Pareto-Optimal Token Merging for Edge Transformer Models in Semantic Communication
by: Erak, Omar, et al.
Published: (2025)
by: Erak, Omar, et al.
Published: (2025)
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
by: Chen, Zhisheng, et al.
Published: (2025)
by: Chen, Zhisheng, et al.
Published: (2025)
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
by: Lai, Junhong, et al.
Published: (2025)
by: Lai, Junhong, et al.
Published: (2025)
AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings
by: Wang, Yue, et al.
Published: (2024)
by: Wang, Yue, et al.
Published: (2024)
Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery
by: Zhou, Xinliang, et al.
Published: (2025)
by: Zhou, Xinliang, et al.
Published: (2025)
Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting
by: Gupta, Divij, et al.
Published: (2024)
by: Gupta, Divij, et al.
Published: (2024)
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
by: Xu, Maxwell A., et al.
Published: (2024)
by: Xu, Maxwell A., et al.
Published: (2024)
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
by: Pan, Guangjin, et al.
Published: (2025)
by: Pan, Guangjin, et al.
Published: (2025)
To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks
by: Raina, Rashika, et al.
Published: (2025)
by: Raina, Rashika, et al.
Published: (2025)
Robust Classification under Noisy Labels: A Geometry-Aware Reliability Framework for Foundation Models
by: Bozkurt, Ecem, et al.
Published: (2025)
by: Bozkurt, Ecem, et al.
Published: (2025)
FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention Scaling
by: Shi, Enze, et al.
Published: (2024)
by: Shi, Enze, et al.
Published: (2024)
Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models
by: Monachino, Giuliana, et al.
Published: (2025)
by: Monachino, Giuliana, et al.
Published: (2025)
Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings
by: Ravindra, Neal G., et al.
Published: (2025)
by: Ravindra, Neal G., et al.
Published: (2025)
An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains
by: Li, Jun, et al.
Published: (2024)
by: Li, Jun, et al.
Published: (2024)
Similar Items
-
6G WavesFM: A Foundation Model for Sensing, Communication, and Localization
by: Aboulfotouh, Ahmed, et al.
Published: (2025) -
Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning
by: Aboulfotouh, Ahmed, et al.
Published: (2024) -
Building 6G Radio Foundation Models with Transformer Architectures
by: Aboulfotouh, Ahmed, et al.
Published: (2024) -
IQFM A Wireless Foundational Model for I/Q Streams in AI-Native 6G
by: Mashaal, Omar, et al.
Published: (2025) -
Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruning
by: Khan, Fazal Muhammad Ali, et al.
Published: (2024)