Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization

Duo Liu; Zhiquan Tan; Linglan Zhao; Zhongqiang Zhang; Xiangzhong Fang; Weiran Huang

2025 ICML ICML 2025

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Duo Liu, Zhiquan Tan, Linglan Zhao, Zhongqiang Zhang, Xiangzhong Fang, Weiran Huang

Topics

Machine Learning > Core Methods > Classification Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Self-Supervised Learning

Keywords

soft label generalized category discovery base discrimination class-wise distribution regularization pseudo-base samples reciprocal learning framework

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