21 citations · 27 across the 14 of their papers we have counts for
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cs.CV2017
Unsupervised feature learning with discriminative encoder
Gaurav Pandey, Ambedkar Dukkipati
In recent years, deep discriminative models have achieved extraordinary performance on supervised learning tasks, significantly outperforming their generative counterparts. However…
cs.LG2017
Discriminative Neural Topic Models
Gaurav Pandey, Ambedkar Dukkipati
We propose a neural network based approach for learning topics from text and image datasets. The model makes no assumptions about the conditional distribution of the observed featu…