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2025 ICML ICML 2025

Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning

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

Fangwen Wu, Lechao Cheng, Shengeng Tang, Xiaofeng Zhu, Chaowei Fang, Dingwen Zhang, Meng Wang

Topics

Machine Learning > Core Methods > Classification Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Transfer Learning

Keywords

class-incremental learning mahalanobis distance semantic drift self distillation covariance calibration mean shift compensation
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