no code implementations • 26 Jan 2022 • Arjun R Akula, Song-Chun Zhu
Motivated by this, we ask a follow-up question: "Assuming that we only consider the tasks where attention weights correlate well with feature importance, how effective are these attention based explanations in increasing human trust and reliance in the underlying models?".
no code implementations • 17 Jan 2022 • Arjun R Akula, Song-Chun Zhu
We also introduce DisNet, a novel dataset containing the proposed visual discourse annotations of 3000 videos and their paragraphs.