Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning

Yang Li; Jiale Ma; Yebin Yang; Qitian Wu; Hongyuan Zha; Junchi Yan

2025 ICML ICML 2025

Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency 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

Yang Li, Jiale Ma, Yebin Yang, Qitian Wu, Hongyuan Zha, Junchi Yan

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Core Methods > Representation Learning Deep Learning > Models > Generative Models

Keywords

progressive learning complex label prediction generative consistency models label capture challenge noise-perturbed labels predictive consistency learning

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