Home Hot keywords

Search Modes

搜尋結果

由 K Saito 著作2021被引用 3 次First, we evaluate the existing metrics and SND to choose hyper-parameters in domain adaptation for image classification and semantic segmentation. Second, we ...
由 K You 著作2019被引用 56 次The formulations of domain adaptation mainly fall into two ... validation set is only for hyperparameter tuning, and the test.
10 頁·512 KB
由 WM Kouw 著作2019被引用 139 次Abstract—Domain adaptation has become a prominent problem setting in machine learning and ... a validation set, the current classifier's hyperparameters can.
由 M Wang 著作2018被引用 844 次system, domain adaptation (DA) is a particular case of transfer ... The average accuracy over the validation set for a network trained.
Index Terms—Domain adaptation, transfer learning, semi-supervised learning, support vector ... available, it is not sufficient to define a training set.
18 頁·3 MB
Hyper-parameter tuning is a longstanding problem in unsupervised domain adaptation that was mainly addressed by the introduction of the reversed validation ...
Request PDF | Domain Adaptation Problems: A DASVM Classification Technique ... determining the set of most informative pixels to be labeled from a set of ...
由 X Jin 著作2020被引用 1 次follow the same data split scheme of training and validation images in the paper. In each domain adaptation setting, we choose only one domain as target ...
13 頁·2 MB
The test set will be released shortly before the end of the competition. The reason for using different target domains for validation and test is to evaluate ...

google search trends