Pairwise Similarity Regularization for Adversarial Domain Adaptation.
Haotian WangWenjing YangJi WangRuxin WangLong LanMingyang GengPublished in: ACM Multimedia (2020)
Keyphrases
- domain adaptation
- pairwise similarities
- reproducing kernel hilbert space
- pairwise
- similarity metric
- metric learning
- semi supervised
- spectral clustering
- labeled data
- similarity function
- distance metric
- cross domain
- semi supervised learning
- graph partitioning
- multiple sources
- data points
- target domain
- similarity measure
- transfer learning
- unlabeled data
- test data
- sentiment classification
- euclidean distance
- active learning
- machine learning
- learning tasks
- domain specific
- data sets
- unsupervised learning
- nearest neighbor
- knn
- image segmentation
- clustering algorithm
- information retrieval
- databases