91 citations · 372 across the 17 of their papers we have counts for
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cs.CV2017
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
Arun Mallya, Svetlana Lazebnik
This paper presents a method for adding multiple tasks to a single deep neural network while avoiding catastrophic forgetting. Inspired by network pruning techniques, we exploit re…
cs.CV2017
Recurrent Models for Situation Recognition
Arun Mallya, Svetlana Lazebnik
This work proposes Recurrent Neural Network (RNN) models to predict structured 'image situations' -- actions and noun entities fulfilling semantic roles related to the action. In c…