31 citations · 72 across the 13 of their papers we have counts for
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cs.LG2020
MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks
Ashish Kumar, Karan Sehgal, Prerna Garg +2
Deep convolutional networks have been quite successful at various image classification tasks. The current methods to explain the predictions of a pre-trained model rely on gradient…
cs.CV2020★ 2 cited
Domain Independent Unsupervised Learning to grasp the Novel Objects
Siddhartha Vibhu Pharswan, Mohit Vohra, Ashish Kumar +1
One of the main challenges in the vision-based grasping is the selection of feasible grasp regions while interacting with novel objects. Recent approaches exploit the power of the…