Publications

91 results for Emilio Ashton Vital Brazil

A Large Encoder-Decoder Polymer-Based Foundation Model
- - Eduardo Almeida Soares
  - Nathaniel Park
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- - Eduardo Almeida Soares
  - Indra Priyadarsini S
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
A Mamba-Based Foundation Model for Chemistry
- - Emilio Ashton Vital Brazil
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Advancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global Challenges
- - Kristin Schmidt
  - Eduardo Almeida Soares
  - et al.
- 2024
- MRS Fall Meeting 2024
Invited talk
An Open Multi-Modal Foundation Model for Materials and Chemistry
- - Seiji Takeda
  - Indra Priyadarsini S
  - et al.
- 2024
- MRS Fall Meeting 2024
Talk
Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- - Nathaniel Park
  - Tiffany Callahan
  - et al.
- 2024
- MRS Fall Meeting 2024
Talk
ALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule Analysis
- - Emilio Ashton Vital Brazil
  - Eduardo Almeida Soares
  - et al.
- 2024
- MRS Fall Meeting 2024
Poster
Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators
- - Elton Figueiredo de Souza Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2024
- ITSC 2024
Conference paper