nvlabs / afno-transformer Goto Github PK
View Code? Open in Web Editor NEWAdaptive FNO transformer - official Pytorch implementation
Home Page: https://arxiv.org/abs/2111.13587
License: Other
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jeankossaifi celsopitta carpedkm nishr apcc-geoslegend kalituma scaomath ixscience takglobus zelongyuan jiangnguyen gloriayy anudeepsekhar pyatsysh wyd2 kazami2003 lesterlyyyy jaysulk matthewachan guoanby mdiallofzjafno-transformer's Issues
Need explanation about your experiments
Hi, first of all thanks for a very interesting paper.
Could you clarify in more details the results in table 6. AFNO [Non-Adaptive Weights]?
What you mean by Adaptive weights? No MLP? I can see in this repo exist a BFNO module was it used in this experiment?
Use of AFNO for the Darcy equation
@jtguibas, @MortezaMardani
Dear All,
I have already applied FNO for a case study related to the Darcy equation using the data generated by myself (input of 30 & 30 ----> output of 30 & 30. Now, I am supposed to enhance its performance. Do you think the use of AFNO is sensible in this sense?
Thanks so much.
Cityscapes & Few-shot segmentation experiment
There seems to be no code for experimenting with Cityscapes segmentation and Few-shot segmentation.
Can you release the code for the two experiments?
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