Open llien30 opened 4 years ago
Ozan Sener, Hyun Oh Song, Ashutosh Saxena, Silvio Savarese
2016
Training data and the test data distribution is different. -> unsupervised domain adaptation algorithm
Proposed: Transductive learning based unsupervised domain adaptation method
Formulate a joint optimization framework
Source Domain: Fully supervised Target Domain: Unsupervised
Transduction: Labelling unsupervised data points Adaptation: Solve the domain shift
数式よくわかんなかった、、、
2020/08/01
INFO
Author
Ozan Sener, Hyun Oh Song, Ashutosh Saxena, Silvio Savarese
Affiliation
Conference or Year
2016
Link
Abstract
Training data and the test data distribution is different. -> unsupervised domain adaptation algorithm
Proposed: Transductive learning based unsupervised domain adaptation method
Contributions
Formulate a joint optimization framework
Proposed Method
Source Domain: Fully supervised Target Domain: Unsupervised
Transduction: Labelling unsupervised data points Adaptation: Solve the domain shift
Evaluation
Contribution
Discussion, Future Work
Comment
数式よくわかんなかった、、、
Date
2020/08/01