31 citations · 35 across the 4 of their papers we have counts for
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cs.CV2016
AGA: Attribute Guided Augmentation
Mandar Dixit, Roland Kwitt, Marc Niethammer +1
We consider the problem of data augmentation, i.e., generating artificial samples to extend a given corpus of training data. Specifically, we propose attributed-guided augmentation…
cs.CV2016
Semantic Clustering for Robust Fine-Grained Scene Recognition
Marian George, Mandar Dixit, Gábor Zogg +1
In domain generalization, the knowledge learnt from one or multiple source domains is transferred to an unseen target domain. In this work, we propose a novel domain generalization…