2 papers
cs.CY2025
RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model
Zhuan Shi, Jing Yan, Xiaoli Tang +2
The increasing sophistication of text-to-image generative models has led to complex challenges in defining and enforcing copyright infringement criteria and protection. Existing me…
cs.LG2024
Copyright-Aware Incentive Scheme for Generative Art Models Using Hierarchical Reinforcement Learning
Zhuan Shi, Yifei Song, Xiaoli Tang +2
Generative art using Diffusion models has achieved remarkable performance in image generation and text-to-image tasks. However, the increasing demand for training data in generativ…