Attentive Single-Tasking of Multiple Tasks

Publication

K.K. Maninis, I. Radosavovic, and I. Kokkinos
Attentive Single-tasking of Multiple Tasks,
Computer Vision and Pattern Recognition (CVPR), 2019.
[BibTeX] [arXiv]

@InProceedings{MRK19,
  Author    = {Kevis-Kokitsi Maninis and Ilija Radosavovic and Iasonas Kokkinos},
  Title     = {Attentive Single-Tasking of Multiple Tasks},
  Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  Year      = {2019}
}

Team

Results

The table shows the performance of our method in various operating points, as a function of the number of parameters (left), and the computation resources required (right). Comparison to single-tasking baseline (cross) and multi-tasking baseline (circle) with different backbone depth.