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

NareshKumar Gurulingan, Elahe Arani, Bahram Zonooz

Abstract: 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 accuracy and computatio...