Wei, L.; Chang, Z.; Li, J.; Cai, J.; Peng, X.
FRAM-ViT: Frequency-Aware and Relation-Enhanced Vision Transformer with Adaptive Margin Contrastive Center Loss for Fine-Grained Classification of Ancient Murals. Electronics 2026, 15, 488.
https://doi.org/10.3390/electronics15020488
AMA Style
Wei L, Chang Z, Li J, Cai J, Peng X.
FRAM-ViT: Frequency-Aware and Relation-Enhanced Vision Transformer with Adaptive Margin Contrastive Center Loss for Fine-Grained Classification of Ancient Murals. Electronics. 2026; 15(2):488.
https://doi.org/10.3390/electronics15020488
Chicago/Turabian Style
Wei, Lu, Zhengchao Chang, Jianing Li, Jiehao Cai, and Xianlin Peng.
2026. "FRAM-ViT: Frequency-Aware and Relation-Enhanced Vision Transformer with Adaptive Margin Contrastive Center Loss for Fine-Grained Classification of Ancient Murals" Electronics 15, no. 2: 488.
https://doi.org/10.3390/electronics15020488
APA Style
Wei, L., Chang, Z., Li, J., Cai, J., & Peng, X.
(2026). FRAM-ViT: Frequency-Aware and Relation-Enhanced Vision Transformer with Adaptive Margin Contrastive Center Loss for Fine-Grained Classification of Ancient Murals. Electronics, 15(2), 488.
https://doi.org/10.3390/electronics15020488