Search Results for author: Arjun R Akula

Found 2 papers, 0 papers with code

Attention cannot be an Explanation

no code implementations26 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?".

Feature Importance

Discourse Analysis for Evaluating Coherence in Video Paragraph Captions

no code implementations17 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.

Video Captioning Visual Dialog +1

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