#Foundation Models
Latest news articles tagged with "Foundation Models". Follow the timeline of events, related topics, and entities.
Articles (5)
-
🇺🇸 FM-RME: Foundation Model Empowered Radio Map Estimation
[USA]
arXiv:2602.22231v1 Announce Type: cross Abstract: Traditional radio map estimation (RME) techniques fail to capture multi-dimensional and dynamic characteristics of complex spectrum environments. Rec...
Related: #Radio Map Estimation, #Signal Processing -
🇺🇸 UrbanFM: Scaling Urban Spatio-Temporal Foundation Models
[USA]
arXiv:2602.20677v1 Announce Type: cross Abstract: Urban systems, as dynamic complex systems, continuously generate spatio-temporal data streams that encode the fundamental laws of human mobility and ...
Related: #Artificial Intelligence, #Urban Computing, #Spatio-Temporal Data -
🇺🇸 MultiModalPFN: Extending Prior-Data Fitted Networks for Multimodal Tabular Learning
[USA]
arXiv:2602.20223v1 Announce Type: cross Abstract: Recently, TabPFN has gained attention as a foundation model for tabular data. However, it struggles to integrate heterogeneous modalities such as ima...
Related: #Machine Learning, #Multimodal Learning, #Data Integration -
🇺🇸 Foundation Models for Medical Imaging: Status, Challenges, and Directions
[USA]
arXiv:2602.15913v1 Announce Type: cross Abstract: Foundation models (FMs) are rapidly reshaping medical imaging, shifting the field from narrowly trained, task-specific networks toward large, general...
Related: #Medical Imaging, #Cross‑modal Adaptation, #Design Principles, #Future Directions -
🇺🇸 CARE Drive A Framework for Evaluating Reason-Responsiveness of Vision Language Models in Automated Driving
[USA]
arXiv:2602.15645v1 Announce Type: new Abstract: Foundation models, including vision language models, are increasingly used in automated driving to interpret scenes, recommend actions, and generate na...
Related: #Automated Driving, #Vision‑Language Models, #Evaluation Methods, #Explainability