Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
Publications
696 results for Foundation Models
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- Gabriel Rioux
- Apoorva Nitsure
- et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- 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
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
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
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- Xiaomeng Xu
- 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
Towards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharyya
- Sumanta Mukherjee
- et al.
- 2024
- NeurIPS 2024
Thought of Search: Planning with Language Models Through The Lens of Efficiency
- Michael Katz
- Harsha Kokel
- et al.
- 2024
- NeurIPS 2024