Unifying Materials Representations through Foundation Models: The FM4M Approach
- 2025
- ICLR 2025
Publications
53 results at ICLR 2025
Dense Associative Memory with Epanechnikov energy
- Benjamin Hoover
- Krishnakumar Balasubramanian
- et al.
- 2025
- ICLR 2025
Representing surfactants by foundation models
- 2025
- ICLR 2025
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2025
- ICLR 2025
Earth Observation Foundation Models for Region-Specific Flood Segmentation
- Helen Tamura-Wicks
- Geoffrey Dawson
- et al.
- 2025
- ICLR 2025
Out-of-Distribution Detection using Synthetic Data Generation
- Momin Abbas
- Muneeza Azmat
- et al.
- 2025
- ICLR 2025
Dynamic Fusion for a Multimodal Foundation Model for Materials
- 2025
- ICLR 2025
A Foundation Model for Simulation-Grade Molecular Electron Densities
- 2025
- ICLR 2025
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- ICLR 2025
Dense Associative Memories and its Role in Machine Learning
- 2025
- ICLR 2025