2025
A Minimalistic Unified Framework for Incremental Learning across Image Restoration Tasks
NeurIPS 2025poster
Existing research in low-level vision has shifted its focus from "one-by-one" task-specific methods to "all-in-one" multi-task unified architectures. However, current all-in-one image restoration approaches primarily aim to improve overall performance across a limited number of tasks. In contrast, h…