Restoring without Forgetting: Filter-Level Continual Image Restoration via Parameter-Space Integrated Gradients

Xin Feng, Jin Zhao, Yizhen Zhang +3

Adapting image restoration models to a stream of new tasks without revisiting past data remains challenging due to catastrophic forgetting. In this work, we propose Restoring witho…