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
http://www.ecva.net/papers/eccv_2020/...

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

Cross-stitch Networks for Multi-task Learning
https://openaccess.thecvf.com/content...

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

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

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