2 papers
stat.ML2025
How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction
Jun Chen, Hong Chen, Yonghua Yu +1
In recent years, contrastive learning has achieved state-of-the-art performance in the territory of self-supervised representation learning. Many previous works have attempted to p…
cs.CV2025
Clustering-Guided Multi-Layer Contrastive Representation Learning for Citrus Disease Classification
Jun Chen, Yonghua Yu, Weifu Li +2
Citrus, as one of the most economically important fruit crops globally, suffers severe yield depressions due to various diseases. Accurate disease detection and classification serv…