Publications

843 results for Foundation Models

Multimodal Transformer models for Structure Elucidation from Spectra
- - Marvin Alberts
  - Alain Vaucher
- 2024
- ACS Spring 2024
Talk
Lessons learned in Knowledge Extraction from Unstructured Data with LLMs for Material Discovery
- - Viviane T. Silva
  - João Pedro Gandarela de Souza
  - et al.
- 2024
- ACS Spring 2024
Talk
MatGFN-PFAS: An AI-driven approach for toxic PFAS replacement
- - Eduardo Almeida Soares
  - Flaviu Cipcigan
  - et al.
- 2024
- ACS Spring 2024
Poster
Satellite Image Analysis by Pre-training Network
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- IPSJ 2024
Conference paper
Human Evaluation of the Usefulness of Fine-Tuned English Translators for the Guarani Mbya and Nheengatu Indigenous Languages
- - Claudio Santos Pinhanez
  - Paulo Rodrigo Cavalin
  - et al.
- 2024
- PROPOR 2024
Workshop paper
Training Large Language Encoders with the Curated Carolina Corpus
- - Guilherme Lamartine Mello
  - Paulo Rodrigo Cavalin
  - et al.
- 2024
- PROPOR 2024
Short paper
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- APS March Meeting 2024
Talk
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- Humboldt Colloquium US 2024
Talk
Geospatial AI foundation models for Climate change discovery
- - Julian Kuehnert
- 2024
- AMLD EPFL 2024
Invited talk
Domain Adaptation for Time series Transformers using One-step fine-tuning
- - Subina Khanal
  - Seshu Tirupathi
  - et al.
- 2024
- AAAI 2024
Workshop paper