Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density.
Kuniaki SaitoDonghyun KimPiotr TeterwakStan SclaroffTrevor DarrellKate SaenkoPublished in: ICCV (2021)
Keyphrases
- domain adaptation
- semi supervised
- manifold alignment
- pos tagging
- labeled data
- cross domain
- multiple sources
- semi supervised learning
- supervised learning
- unsupervised learning
- target domain
- pairwise
- test data
- sentiment classification
- active learning
- transfer learning
- document classification
- co training
- covariate shift
- unlabeled data
- data model
- prior knowledge
- training set
- keywords
- training data
- face recognition
- decision trees