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