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joshuacwnewton / d-SNE-PyTorch

A PyTorch port of the existing MXNet implementation for the 2019 CVPR paper "d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding."
7 stars 3 forks source link

Accuracy 76% on MNIST -> MNIST-M #1

Open charliezon opened 4 years ago

charliezon commented 4 years ago

Thank you very much for sharing the implementation of d-SNE.

I tried to run your code without changing any config. But I can only achieve 76% compared to the 81% stated by you and 87% stated by the paper.

Do you have any idea?

joshuacwnewton commented 4 years ago

Hello @charliezon! Thank you for taking the time to try out my implementation and point out issues with it. (Here, and in #2 and #3.)

Right now, I am preoccupied with personal matters, so I can't actively maintain this repository. I do agree that more thorough testing and improvements are necessary, though, so I will leave the issues open.

Thanks for your understanding, and sorry I can't be of more help right now.