883 citations · 2.5k across the 44 of their papers we have counts for
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cs.CV2015★ 21 cited
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization
Muhammad Ghifary, David Balduzzi, W. Bastiaan Kleijn +1
This paper addresses classification tasks on a particular target domain in which labeled training data are only available from source domains different from (but related to) the ta…
cs.CV2015★ 49 cited
Domain Generalization for Object Recognition with Multi-task Autoencoders
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang +1
The problem of domain generalization is to take knowledge acquired from a number of related domains where training data is available, and to then successfully apply it to previousl…