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Sehyun Kwon

2 accepted papers

2024

Image Clustering Conditioned on Text Criteria

ICLR 2024poster

Classical clustering methods do not provide users with direct control of the clustering results, and the clustering results may not be consistent with the relevant criterion that a user has in mind. In this work, we present a new methodology for performing image clustering based on user-specified cr…

2023

Rotation and Translation Invariant Representation Learning with Implicit Neural Representations

ICML 2023poster

In many computer vision applications, images are acquired with arbitrary or random rotations and translations, and in such setups, it is desirable to obtain semantic representations disentangled from the image orientation. Examples of such applications include semiconductor wafer defect inspection,…