LIRA: Lifelong Image Restoration from Unknown Blended Distortions
european conference on computer vision, pp. 616-632, 2020.
Most existing image restoration networks are designed in a disposable way and catastrophically forget previously learned distortions when trained on a new distortion removal task. To alleviate this problem, we raise the novel lifelong image restoration problem for blended distortions. We first design a base fork-join model in which mult...More
PPT (Upload PPT)