#Foundation Models

Articles (5)

• 🇺🇸 FM-RME: Foundation Model Empowered Radio Map Estimation — 27/02/2026 [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 — 25/02/2026 [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 — 25/02/2026 [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 — 19/02/2026 [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 — 18/02/2026 [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