Jay N. Paranjape

GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration

Deep learning-based models for All-In-One image Restoration (AIOR) have achieved significant advancements in recent years. However, their practical applicability is limited by poor generalization to samples outside the training distribution. This limitation arises primarily from insufficient diversi…