Multi-task self-supervised visual learning

We investigate methods for combining multiple self-supervised tasks-i.e., supervised tasks where data can be collected without manual labeling-in order to train a single visual representation. First, we provide an apples-to-apples comparison of four different self-supervised tasks using the very dee...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Doersch, C, Zisserman, A
Fformat: Conference item
Cyhoeddwyd: IEEE Explore 2017