Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Zhangyang Wang
- et al.
- 2024
- ICASSP 2024
Publications
694 results for Foundation Models
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- Andrew Geng
- Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Knowledge Enhanced Representation Learning for Drug Discovery
- Thanh Lam Hoang
- Marco Luca Sbodio
- et al.
- 2024
- AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- 2024
- AAAI 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
- Walter Gerych
- Yara Rizk
- et al.
- 2024
- AAAI 2024
Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning
- Turgay Caglar
- Sirine Belhaj
- et al.
- 2024
- AAAI 2024
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- 2024
- ACS Spring 2024
Models that learn the language of molecules and how to use them to predict their properties
- 2024
- SECUAH 2024
Investigating Cross-Domain Binary Relation Classification in Clinical Natural Language Processing
- Alberto Purpura
- Natasha Mulligan
- et al.
- 2024
- AMIA Informatics Symposium 2024
Large Language Models and Biomedical Annotators to Extract Information from Scientific Literature in Inflammatory Bowel Disease
- Eugenia Karulina
- Joao Bettencourt-Silva
- et al.
- 2024
- AMIA Informatics Symposium 2024