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...

Volledige beschrijving

Bibliografische gegevens
Hoofdauteurs: Zhang, C, Gupta, A, Zisserman, A
Formaat: Conference item
Taal:English
Gepubliceerd in: Springer 2023