Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing

Naresh Kumar Gurulingan, Elahe Arani, Bahram Zonooz

Multi-task learning of dense prediction tasks, by sharing both the encoder and decoder, as opposed to sharing only the encoder, provides an attractive front to increase both accura…