activity
20122022
most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations · 7k across the 44 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.HC2022

Comparison Study of Inertial Sensor Signal Combination for Human Activity Recognition based on Convolutional Neural Networks

Farhad Nazari, Navid Mohajer, Darius Nahavandi +2

Human Activity Recognition (HAR) is one of the essential building blocks of so many applications like security, monitoring, the internet of things and human-robot interaction. The…

cs.LG2022★ 1 cited

Controlled Dropout for Uncertainty Estimation

Mehedi Hasan, Abbas Khosravi, Ibrahim Hossain +2

Uncertainty quantification in a neural network is one of the most discussed topics for safety-critical applications. Though Neural Networks (NNs) have achieved state-of-the-art per…