Alex Kendall

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

2017 · arXiv (Cornell University)

Numerous deep learning applications benefit from multi-task learning with multiple regression and classification objectives. In this paper we make the observation that the performance of such systems is strongly dependent on the relative weighting between …