1 code implementation • 14 Mar 2024 • Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan
Moreover, LAN can be also applied to post-hoc ITD, surpassing 8 competitive baselines by at least 7. 70% and 4. 03% in AUC on two datasets.
1 code implementation • 4 Mar 2024 • Xuweiyi Chen, Tian Xia, Sihan Xu
Video Diffusion Models have been developed for video generation, usually integrating text and image conditioning to enhance control over the generated content.
1 code implementation • 7 Dec 2023 • Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai
We show that when the initial sample is known, a special variance schedule reduces the denoising step to the same form as the multi-step consistency sampling.
Ranked #1 on Text-based Image Editing on PIE-Bench
1 code implementation • NeurIPS 2023 • Sihan Xu, Ziqiao Ma, Yidong Huang, Honglak Lee, Joyce Chai
Our empirical studies show that Cyclenet is superior in translation consistency and quality, and can generate high-quality images for out-of-domain distributions with a simple change of the textual prompt.
1 code implementation • 22 Feb 2023 • Sihan Xu, Zelong Jiang, Ruisi Liu, Kaikai Yang, Zhijie Huang
Moreover, our learning method can learn the style features of images on different domains effectively.
1 code implementation • 27 Nov 2022 • Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
To address this challenge, we propose BadPrompt, a lightweight and task-adaptive algorithm, to backdoor attack continuous prompts.