Publications

528 results for Generative AI

Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - 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
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
- - Kristjan Greenewald
  - Yuancheng Yu
  - et al.
- 2024
- NeurIPS 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- - Yuchen Hu
  - Chen Chen
  - et al.
- 2024
- NeurIPS 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
- - Jiabao Ji
  - Yujian Liu
  - et al.
- 2024
- NeurIPS 2024
Automating Thought of Search: A Journey Towards Soundness and Completeness
- - Daniel Cao
  - Michael Katz
  - et al.
- 2024
- NeurIPS 2024
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion Energy
- - Vadim Elisseev
  - Max Esposito
  - 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
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications
- - Bo Wen
  - Xin Zhang
- 2024
- NeurIPS 2024