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team-approx-bayes / dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"
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Hi! Is there any segmentation results with VOGN? #9

Open DLwbm123 opened 1 year ago

emtiyaz commented 1 year ago

I do not believe that these are in the paper or publicly available but we did do some experiments afterwards. Sorry for the disappointing answer.

DLwbm123 commented 1 year ago

Thanks for your reply! How about the segmentation results of your experiments? I have tried it on a medical image segmentation task. But it did't work. Could you please give some advice on whether it simply cannot be applied to segmentation or if we need to tune hyperparameters carefully？

emtiyaz commented 1 year ago

The segmentation results were done by an intern (Roman Bachmann https://roman-bachmann.github.io/) in 2019 and the results were okay, so it should work. Here is a snapshot. Not sure if he still has the code for it but you may want to ask him.

[image: image.png]

On Fri, Jul 14, 2023 at 12:11 PM Wang Bomin @.***> wrote:

Thanks for your reply! How about the segmentation results of your experiments? I have tried it on a medical image segmentation task. But it did't work. Could you please give some advice on whether it simply cannot be applied to segmentation or if we need to tune hyperparameters carefully？

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