2 papers
cs.CV2024
Differentially Private Fine-Tuning of Diffusion Models
Yu-Lin Tsai, Yizhe Li, Zekai Chen +4
The integration of Differential Privacy (DP) with diffusion models (DMs) presents a promising yet challenging frontier, particularly due to the substantial memorization capabilitie…
cs.CL2024
Online Personalizing White-box LLMs Generation with Neural Bandits
Zekai Chen, Weeden Daniel, Po-yu Chen +1
The advent of personalized content generation by LLMs presents a novel challenge: how to efficiently adapt text to meet individual preferences without the unsustainable demand of c…