no code implementations • 28 May 2024 • Weitai Kang, Mengxue Qu, Jyoti Kini, Yunchao Wei, Mubarak Shah, Yan Yan
To achieve detection based on human intention, it relies on humans to observe the scene, reason out the target that aligns with their intention ("pillow" in this case), and finally provide a reference to the AI system, such as "A pillow on the couch".
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.
