MultiDIAL : Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation

One of the main challenges for developing visual recognition systems working in the wild is to devise computational models immune from the domain shift problem, i.e., accurate when test data are drawn from a (slightly) different data distribution than training samples. In the last decade, several re...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 12 vom: 30. Dez., Seite 4441-4452
1. Verfasser: Carlucci, Fabio Maria (VerfasserIn)
Weitere Verfasser: Porzi, Lorenzo, Caputo, Barbara, Ricci, Elisa, Bulo, Samuel Rota
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't