Superclass Learning With Representation Enhancement

no code implementations • CVPR 2023 • Jinlong Kang, Liyuan Shang, Suyun Zhao, Hong Chen, Cuiping Li, Zeyu Gan

In many real scenarios, data are often divided into a handful of artificial super categories in terms of expert knowledge rather than the representations of images.

Oracle-guided Contrastive Clustering

no code implementations • 1 Nov 2022 • Mengdie Wang, Liyuan Shang, Suyun Zhao, Yiming Wang, Hong Chen, Cuiping Li, XiZhao Wang

Accordingly, the query results, guided by oracles with distinctive demands, may drive the OCC's clustering results in a desired orientation.

Active Learning Clustering +2