Is an object-centric video representation beneficial for transfer?

The objective of this work is to learn an object-centric video representation, with the aim of improving transferability to novel tasks, i.e., tasks different from the pre-training task of action classification. To this end, we introduce a new object-centric video recognition model based on a transf...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Zhang, C, Gupta, A, Zisserman, A
Format: Conference item
Sprache:English
Veröffentlicht: Springer 2023