262 citations · 438 across the 27 of their papers we have counts for
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cs.CV2022★ 1 cited
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
Ziyan Yang, Kushal Kafle, Franck Dernoncourt +1
We propose a margin-based loss for tuning joint vision-language models so that their gradient-based explanations are consistent with region-level annotations provided by humans for…
cs.LG2022★ 2 cited
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses
Robik Shrestha, Kushal Kafle, Christopher Kanan
Dataset bias and spurious correlations can significantly impair generalization in deep neural networks. Many prior efforts have addressed this problem using either alternative loss…