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...

Полное описание

Библиографические подробности
Главные авторы: Zhang, C, Gupta, A, Zisserman, A
Формат: Conference item
Язык:English
Опубликовано: Springer 2023