118 citations · 140 across the 8 of their papers we have counts for
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cs.CV2020★ 5 cited
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability
Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi +1
The black-box nature of deep learning models prevents them from being completely trusted in domains like biomedicine. Most explainability techniques do not capture the concept-base…
cs.CV2018★ 1 cited
Enhanced Image Classification With Data Augmentation Using Position Coordinates
Avinash Kori, Ganapathy Krishnamurthi, Balaji Srinivasan
In this paper we propose the use of image pixel position coordinate system to improve image classification accuracy in various applications. Specifically, we hypothesize that the u…