Publications

804 results for Foundation Models

A foundation model with multi-variate parallel attention to generate neuronal activity
- - Francesco Carzaniga
  - Michael Hersche
  - et al.
- 2025
- NeurIPS 2025
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction
- - Jannis Fleckenstein
  - David Kreismann
  - et al.
- 2025
- NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting Horizons
- - Lars Graf
  - Thomas Bohnstingl
  - et al.
- 2025
- NeurIPS 2025
Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation Models
- - Noa Moriel
  - Yishai Shimoni
  - et al.
- 2025
- NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- - Basel Shbita
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Emergent Pose-Invariance in 3D Molecular Representations via Multimodal Learning
- - Eduardo Almeida Soares
  - Victor Yukio Shirasuna
  - et al.
- 2025
- NeurIPS 2025
SafeCOMM: Investigating Safety Degradation in Fine-Tuned Telecom Large Language Models
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025