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Published at December 9

You 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

Arxiv: http://arxiv.org/pdf/2412.06204v1

Refer to caption

Method	Koala			Squirrel			Bird
	2 $\times$	4 $\times$	8 $\times$	2 $\times$	4 $\times$	8 $\times$	2 $\times$	4 $\times$	8 $\times$
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