Publications

726 results for Foundation Models

Interleaving Text and Number Embeddings to Solve Mathemathics Problems
- - Marvin Alberts
  - Gianmarco Gabrieli
  - et al.
- 2024
- NeurIPS 2024
A Large Encoder-Decoder Polymer-Based Foundation Model
- - Eduardo Almeida Soares
  - Nathaniel Park
  - et al.
- 2024
- NeurIPS 2024
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
- - Bao Pham
  - Gabriel Raya
  - et al.
- 2024
- NeurIPS 2024
Automating Thought of Search: A Journey Towards Soundness and Completeness
- - Daniel Cao
  - Michael Katz
  - et al.
- 2024
- NeurIPS 2024
Agentic Anomaly Detection for Shipping
- - Alexander Timms
  - Abigail Langbridge
  - et al.
- 2024
- NeurIPS 2024
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion Energy
- - Vadim Elisseev
  - Max Esposito
  - et al.
- 2024
- NeurIPS 2024
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - et al.
- 2024
- NeurIPS 2024
Better Bias Benchmarking of Language Models via Multi-factor Analysis
- - Hannah Powers
  - Ioana Baldini Soares
  - et al.
- 2024
- NeurIPS 2024