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Author

Yan-Ting Yang

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Aug 2026

COVER-EL: Class cOVERage-Aware Noise Correction for Crowdsourced Labels via Elimination-Based Inference.

In crowdsourcing scenarios, where each instance is labeled with multiple noisy labels, its true label is estimated by combining label integration and various recently proposed noise correction methods. Recent correction methods typically partition the data into clean and noisy sets, then train classifiers on a high-con...

Bi Wang, Yan-Ting Yang, Xuelian Li · 0 citations
Preprint Aug 2026

Location-Aware Fine-Grained Representation Learning for Medical Vision Foundation Models

LoFi is presented, a medical vision foundation model built on location-aware fine-grained representation learning that consistently outperforms general-purpose and medical vision foundation models as well as state-of-the-art LVLMs.

Myeongkyun Kang, Yan-Ting Yang, Xiao-Xiao Li · 0 citations

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