no code implementations • 1 Apr 2024 • Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan
In contrast, our proposed SaCo offers a reliable faithfulness measurement, establishing a robust metric for interpretations.
no code implementations • 21 Mar 2024 • Junyi Wu, Bin Duan, Weitai Kang, Hao Tang, Yan Yan
To incorporate the influence of token transformation into interpretation, we propose TokenTM, a novel post-hoc explanation method that utilizes our introduced measurement of token transformation effects.
1 code implementation • 6 Feb 2024 • Haoxuan Wang, Yuzhang Shang, Zhihang Yuan, Junyi Wu, Yan Yan
Diffusion models have achieved remarkable success in image generation tasks, yet their practical deployment is restrained by the high memory and time consumption.