Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- Gabriel Rioux
- Apoorva Nitsure
- et al.
- 2024
- NeurIPS 2024
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- Foundation Models
656 results for Foundation Models
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
Efficient multi-prompt evaluation of LLMs
- Felipe Maia Polo
- Ronald Xu
- et al.
- 2024
- NeurIPS 2024
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
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
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- Irene Huang
- Wei Lin
- et al.
- 2024
- NeurIPS 2024
Abductive Reasoning in Logical Credal Networks
- Radu Marinescu
- Junkyu Lee
- et al.
- 2024
- NeurIPS 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
- William Brandon
- Mayank Mishra
- et al.
- 2024
- NeurIPS 2024