[HN Gopher] CosAE: Learnable Fourier Series for Image Restoration
       ___________________________________________________________________
        
       CosAE: Learnable Fourier Series for Image Restoration
        
       Author : E-Reverance
       Score  : 19 points
       Date   : 2025-04-26 20:43 UTC (2 hours ago)
        
 (HTM) web link (sifeiliu.net)
 (TXT) w3m dump (sifeiliu.net)
        
       | sorenjan wrote:
       | These results look incredible, and with an inference time of only
       | 36 ms for a 4X super resolution on a V100.
        
         | E-Reverance wrote:
         | They should make a temporally coherent version of CosAE to
         | replace this: https://blogs.nvidia.com/blog/rtx-video-super-
         | resolution/
        
       | dingdingdang wrote:
       | No code has been released though?
        
         | sorenjan wrote:
         | That's addressed in the paper:                 Open access to
         | data and code       Question: Does the paper provide open
         | access to the data and code, with sufficient instruc-
         | tions to faithfully reproduce the main experimental results, as
         | described in supplemental       material?       Answer: [No]
         | Justification: Although we have answered "No" for now, we
         | intend to release the code and       models to enable the
         | reproducibility of our main experimental results, pending
         | approval       from the legal department. This temporary status
         | reflects our commitment to open access       once all necessary
         | permissions are secured.
        
           | GaggiX wrote:
           | The paper was released a few months ago for context.
        
       ___________________________________________________________________
       (page generated 2025-04-26 23:00 UTC)