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Ilkin Umut Melanlioglu
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Ilkin Umut Melanlioglu7 visible / 7 total nodes / 21 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipTopic signalTopic signalIlkin Umut MelanliogluAIlkin Umut MelanliogluResearcherAndrew BondAAndrew BondResearcherAykut ErdemAAykut ErdemResearcherErkut ErdemAErkut ErdemResearcherComputer VisionTComputer Vision30606 worksMachine LearningTMachine Learning49008 worksBeyond Gaussian Bottlenecks: Topologically Aligned Encoding of Vision-Transformer Feature SpacesWBeyond Gaussian Bottlen...preprint / 2026
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Ilkin Umut Melanlioglu

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PersonAndrew BondCo-authorship / ResearcherPersonAykut ErdemCo-authorship / ResearcherPersonErkut ErdemCo-authorship / ResearcherTopicComputer VisionWorks on / 30606 worksTopicMachine LearningWorks on / 49008 worksPaperBeyond Gaussian Bottlenecks: Topologically Aligned Encoding of Vision-Transformer Feature SpacesAuthorship / preprint / 2026

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