Learning Task-preferred Inference Routes for Gradient De-conflict in Multi-output DNNs

Yi Sun, Xin Xu, Jian Li +3

Multi-output deep neural networks(MONs) contain multiple task branches, and these tasks usually share partial network filters that lead to the entanglement of different task infere…