418 citations · 3.5k across the 221 of their papers we have counts for
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cs.CV2011★ 1 cited
A Probabilistic Framework for Discriminative Dictionary Learning
Bernard Ghanem, Narendra Ahuja
In this paper, we address the problem of discriminative dictionary learning (DDL), where sparse linear representation and classification are combined in a probabilistic framework.…
cs.LG2011★ 5 cited
MIS-Boost: Multiple Instance Selection Boosting
Emre Akbas, Bernard Ghanem, Narendra Ahuja
In this paper, we present a new multiple instance learning (MIL) method, called MIS-Boost, which learns discriminative instance prototypes by explicit instance selection in a boost…