Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout

Zhao Chen, Jiquan Ngiam, Yanping Huang, Thang Luong, Henrik Kretzschmar, Yuning Chai, Dragomir Anguelov