Multi-Task Learning | Explained in 5 Minutes

Multi-Task Learning Explained in 5 Minutes

** Referenced Papers **

SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems
www.ecva.net/papers/eccv_2020/papers_ECCV/papers/1…

SemifreddoNets Video Summary
   • SemifreddoNets: Partially Frozen Neur...  

Cross-stitch Networks for Multi-task Learning
openaccess.thecvf.com/content_cvpr_2016/papers/Mis…

Which Tasks Should Be Learned Together in Multi-task Learning?
taskgrouping.stanford.edu/

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
arxiv.org/pdf/1705.07115.pdf

GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
arxiv.org/pdf/1711.02257.pdf