41 citations · 162 across the 47 of their papers we have counts for
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cs.LG2021★ 6 cited
Contrastive Reasoning in Neural Networks
Mohit Prabhushankar, Ghassan AlRegib
Neural networks represent data as projections on trained weights in a high dimensional manifold. The trained weights act as a knowledge base consisting of causal class dependencies…
cs.CV2021
Extracting Causal Visual Features for Limited label Classification
Mohit Prabhushankar, Ghassan AlRegib
Neural networks trained to classify images do so by identifying features that allow them to distinguish between classes. These sets of features are either causal or context depende…