Publications

678 results for Foundation Models

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- - Vijay E
  - Arindam Jati
  - et al.
- 2024
- NeurIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- - Irene Huang
  - Wei Lin
  - et al.
- 2024
- NeurIPS 2024
Efficient multi-prompt evaluation of LLMs
- - Felipe Maia Polo
  - Ronald Xu
  - et al.
- 2024
- NeurIPS 2024
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- - Runqian Wang
  - Soumya Ghosh
  - et al.
- 2024
- NeurIPS 2024
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- - Shengyun Peng
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
- - Marvin Alberts
  - Oliver Schilter
  - et al.
- 2024
- NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- - Chia-yi Hsu
  - Yu-Lin Tsai
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024