Publications

729 results for Foundation Models

Towards Pareto Optimal Throughput in Small Language Model Serving
- - Pol G. Recasens
  - Yue Zhu
  - et al.
- 2024
- EuroSys 2024
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- MRS Spring Meeting 2024
SAR2NDVI: Pre-training for SAR-to-NDVI Image Translation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
Leveraging Large Language Models in Analytics Practice: Opportunities, Challenges and Best Practices
- - Segev Wasserkrug
  - Arnie Greenland
  - et al.
- 2024
- INFORMS Analytics Conference 2024
Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models
- - Chao-han Huck Yang
  - Pin-Yu Chen
  - et al.
- 2024
- ICASSP 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Zhangyang Wang
  - et al.
- 2024
- ICASSP 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- - Andrew Geng
  - Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- - Pin-Yu Chen
- 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