Towards Adapting ImageNet to Reality: Scalable Domain Adaptation with Implicit Low-rank Transformations.
Erik RodnerJudy HoffmanJeff DonahueTrevor DarrellKate SaenkoPublished in: CoRR (2013)
Keyphrases
- domain adaptation
- low rank
- semi supervised
- labeled data
- missing data
- convex optimization
- matrix factorization
- linear combination
- semi supervised learning
- singular value decomposition
- source domain
- cross domain
- unlabeled data
- multiple sources
- pairwise
- kernel matrix
- high order
- high dimensional data
- target domain
- co training
- test data
- unsupervised learning
- sentiment classification
- active learning
- document classification
- transfer learning
- multi view
- text classification
- data analysis