Results 231 to 240 of about 12,484 (262)

Structure-Preserved Unsupervised Domain Adaptation

IEEE Transactions on Knowledge and Data Engineering, 2019
Domain adaptation has been a primal approach to addressing the issues by lack of labels in many data mining tasks. Although considerable efforts have been devoted to domain adaptation with promising results, most existing work learns a classifier on a source domain and then predicts the labels for target data, where only the instances near the boundary
Hongfu Liu, Ming Shao, Zhengming Ding, Yun Fu   +3 more
openaire   +1 more source

Adversarially robust unsupervised domain adaptation

Artificial Intelligence
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lianghe Shi, Weiwei Liu
openaire   +2 more sources

Deep Unsupervised Convolutional Domain Adaptation

Proceedings of the 25th ACM international conference on Multimedia, 2017
In multimedia analysis, the task of domain adaptation is to adapt the feature representation learned in the source domain with rich label information to the target domain with less or even no label information. Significant research endeavors have been devoted to aligning the feature distributions between the source and the target domains in the top ...
Junbao Zhuo, Shuhui Wang, Weigang Zhang, Qingming Huang   +3 more
openaire   +1 more source

Assisted Unsupervised Domain Adaptation

2023 IEEE International Symposium on Information Theory (ISIT), 2023
Cheng Chen, Jiawei Zhang, Jie Ding, Yi Zhou   +3 more
openaire   +1 more source

Distributionally robust unsupervised domain adaptation

Journal of Computational and Applied Mathematics
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yibin Wang, Haifeng Wang
openaire   +1 more source

Smooth unsupervised domain adaptation considering uncertainties

Information Sciences, 2023
Mona Moradi, Mohammad Rahmanimanesh, Ali Shahzadi, Reza Monsefi   +3 more
openaire   +1 more source

Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

Mechanical Systems and Signal Processing, 2023
, Haidong Shao, Bao-ping Cai
exaly  

Multi-source unsupervised domain adaptation for object detection

Information Fusion, 2022
Mao Ye, Yiguang Liu, Lin Xiong
exaly  

Self-corrected unsupervised domain adaptation

Frontiers of Computer Science, 2021
Yunyun Wang, Chao Wang, Hui Xue, Songcan Chen   +3 more
openaire   +1 more source

A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

IEEE Transactions on Neural Networks and Learning Systems, 2022
Sicheng Zhao, Xiangyu Yue, Shanghang Zhang   +2 more
exaly