Unsupervised Object Category Discovery via Information Bottleneck Method
Wepresentanovelapproachtoautomaticallydiscoverobject
categoriesfromacollectionofunlabeledimages.Thisis
achievedbytheInformationBottleneckmethod,whichfinds
theoptimalpartitioningoftheimagecollectionbymaximally
preservingtherelevantinformationwithrespectto
thelate
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