notesum.ai
Published at December 9You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors
cs.CV
Released Date: December 9, 2024
Authors: Yanqi Cheng1, Carola-Bibiane Schönlieb1, Angelica I Aviles-Rivero2
Aff.: 1Department of Applied Mathematics and Theoretical Physics, University of Cambridge; 2Yau Mathematical Sciences Center, Tsinghua University

| Method | Koala | Squirrel | Bird | ||||||
| 2 | 4 | 8 | 2 | 4 | 8 | 2 | 4 | 8 | |
| FFDNet-PnP | 9.02 | 1.09 | 14.58 | 4.86 | 4.86 | 16.34 | 26.34 | 21.86 | 15.71 |
| UNet-PnP | 14.24 | 13.46 | 2.22 | 17.14 | 13.66 | 3.37 | 21.82 | 16.53 | 10.69 |
| INR-PnP | 24.97 | 20.51 | 14.79 | 27.08 | 23.05 | 16.93 | 26.44 | 22.06 | 15.74 |
| KAN-PnP | 25.00 | 20.56 | 14.79 | 27.07 | 23.05 | 16.93 | 26.43 | 22.19 | 15.75 |