MAML-SR: Self-adaptive super-resolution networks via multi-scale optimized attention-aware meta-learning

Authors: Debabrata Pal, Shirsha Bose, Deeptej More, Ankit Jha, Biplab Banerjee, Yogananda Jeppu

Publication Date: September 1, 2023

Journal: Pattern Recognition Letters

This paper presents MAML-SR, a novel approach to super-resolution that uses meta-learning to adapt to various blur kernels. Our method demonstrates improved performance and adaptability compared to traditional super-resolution techniques.