Ausgabe 4/2023
Inhalt (8 Artikel)
Open Access
Review
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey
Xiao Wang, Guangyao Chen, Guangwu Qian, Pengcheng Gao, Xiao-Yong Wei, Yaowei Wang, Yonghong Tian, Wen Gao
Open Access
Review
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
Wei-Chien Wang, Euijoon Ahn, Dagan Feng, Jinman Kim
Review
Transformer: A General Framework from Machine Translation to Others
Yang Zhao, Jiajun Zhang, Chengqing Zong
Review
Federated Learning on Multimodal Data: A Comprehensive Survey
Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
Research Article
Region-adaptive Concept Aggregation for Few-shot Visual Recognition
Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
Research Article
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval
Haoyu Lu, Yuqi Huo, Mingyu Ding, Nanyi Fei, Zhiwu Lu
Research Article
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes
Xinyao Xu, De Xu, Fangbo Qin
Research Article
Speech Emotion Recognition Using Cascaded Attention Network with Joint Loss for Discrimination of Confusions
Yang Liu, Haoqin Sun, Wenbo Guan, Yuqi Xia, Zhen Zhao