Search Results for author: Yixin Fei

Found 2 papers, 1 papers with code

SIM2E: Benchmarking the Group Equivariant Capability of Correspondence Matching Algorithms

no code implementations21 Aug 2022 Shuai Su, Zhongkai Zhao, Yixin Fei, Shuda Li, Qijun Chen, Rui Fan

The experimental results demonstrate the importance of group equivariant algorithms for correspondence matching on various sim(2) transformation conditions.

Benchmarking

XCon: Learning with Experts for Fine-grained Category Discovery

1 code implementation3 Aug 2022 Yixin Fei, Zhongkai Zhao, Siwei Yang, Bingchen Zhao

We address the problem of generalized category discovery (GCD) in this paper, i. e. clustering the unlabeled images leveraging the information from a set of seen classes, where the unlabeled images could contain both seen classes and unseen classes.

Clustering Contrastive Learning +1

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