37 citations · 129 across the 31 of their papers we have counts for
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cs.NE2018★ 5 cited
BAR: Bayesian Activity Recognition using variational inference
Ranganath Krishnan, Mahesh Subedar, Omesh Tickoo
Uncertainty estimation in deep neural networks is essential for designing reliable and robust AI systems. Applications such as video surveillance for identifying suspicious activit…
cs.NE2018★ 7 cited
Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference
Mahesh Subedar, Ranganath Krishnan, Paulo Lopez Meyer +2
Deep neural networks (DNNs) provide state-of-the-art results for a multitude of applications, but the approaches using DNNs for multimodal audiovisual applications do not consider…