49 citations · 53 across the 3 of their papers we have counts for
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cs.CV2021★ 49 cited
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection
Kumari Deepshikha, Sai Harsha Yelleni, P. K. Srijith +1
With the advancements made in deep learning, computer vision problems like object detection and segmentation have seen a great improvement in performance. However, in many real-wor…
cs.CV2020★ 3 cited
Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach
Kumari Deepshikha, Anugunj Naman
Class imbalance is a challenging issue in practical classification problems for deep learning models as well as for traditional models. Traditionally successful countermeasures suc…