Deep adversarial subspace clustering

• المؤلفون الرئيسيون: ZHOU, Pan, HOU, Yunqing, FENG, Jiashi
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2018
• الموضوعات: Generators; Clustering methods; Fasteners; Task analysis; Feeds; Estimation; Graphics and Human Computer Interfaces
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/9001; https://ink.library.smu.edu.sg/context/sis_research/article/10004/viewcontent/2018_CVPR_Adversarial_Subspace__1_.pdf
• المؤسسة: Singapore Management University

Most existing subspace clustering methods hinge on self-expression of handcrafted representations and are unaware of potential clustering errors. Thus they perform unsatisfactorily on real data with complex underlying subspaces. To solve this issue, we propose a novel deep adversarial subspace clust...