Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification

In semi-supervised learning, methods that rely on confidence learning to generate pseudo-labels have been widely proposed. However, increasing research finds that when faced with noisy and biased data, the model’s representation network is more reliable than the classification network. Additi...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Jiayi Chen, Yanbiao Ma, Wei Dai, Xiaohua Chen, Shuo Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2025-01-01
Edice:	IEEE Access
Témata:	Image classification representational learning semi-supervised learning
On-line přístup:	https://ieeexplore.ieee.org/document/10938612/
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!