activity
20242026
most citedTrustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey

2 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 2 cited

Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey

Yi Zhang, Zhen Chen, Chih-Hong Cheng +6

Text-to-Image (T2I) Diffusion Models (DMs) have garnered widespread attention for their impressive advancements in image generation. However, their growing popularity has raised et…

cs.CV2024★ 1 cited

ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation

Yi Zhang, Yun Tang, Wenjie Ruan +4

Text-to-Image (T2I) Diffusion Models (DMs) have shown impressive abilities in generating high-quality images based on simple text descriptions. However, as is common with many Deep…