no code implementations • 28 Apr 2021 • Krishanu Sarker, Sharbani Pandit, Anupam Sarker, Saeid Belkasim, Shihao Ji
In this work, we introduce uncertainty estimation to detect confusing cases for expert referral to address the unreliability of state-of-the-art (SOTA) DNNs on COVID-19 detection.
no code implementations • 25 Sep 2020 • Krishanu Sarker, Xiulong Yang, Yang Li, Saeid Belkasim, Shihao Ji
The success of Deep Neural Networks (DNNs) highly depends on data quality.
no code implementations • 16 Dec 2018 • Krishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji
Due to lack of depth information, RGB video based activity recognition performs poorly compared to RGB-D video based solutions.