Building transformers from neurons and astrocytes
- Leo Kozachkov
- Ksenia V. Kastanenka
- et al.
- 2023
- PNAS
Publications
733 results for Foundation Models
Harnessing the Power of Language Models to Accelerate Material Design
- 2023
- ACS Fall 2023
Automatic structure elucidation from NMR spectra
- 2023
- ACS Fall 2023
Topology-driven pre-training for robust molecular property prediction models
- Aldo Guzmán-Sáenz
- Sanjoy Dey
- et al.
- 2023
- ACS Fall 2023
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2023
- ACS Fall 2023
Interpretable latent representations for molecular property prediction models
- Sanjoy Dey
- Partha Suryanarayanan
- et al.
- 2023
- ACS Fall 2023
Knowledge extraction pipeline with foundation models for material discovery
- Viviane T. Silva
- Breno William Santos Rezende de Carvalho
- et al.
- 2023
- ACS Fall 2023
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
- Vijay Ekambaram
- Arindam Jati
- et al.
- 2023
- KDD 2023
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
- Arindam Jati
- Vijay Ekambaram
- et al.
- 2023
- KDD 2023
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
- Md Shamim Hussain
- Mohammed J. Zaki
- et al.
- 2023
- KDD 2023