search

deel-ai / xplique

👋 Xplique is a Neural Networks Explainability Toolbox
https://deel-ai.github.io/xplique
Other
635 stars 50 forks source link

[Enhancement] - Add new attribution method #129

Closed ryang-iit closed 1 week ago

ryang-iit commented 1 year ago

Thanks for this great package and the contribution that your group made to the community! We have a paper just accepted by CVPR 2023 regarding the attribution method. We would like to see if you will be interested in our method and how we can make a contribution if you are interested. Thanks!

Is your feature request related to a problem? Please describe. No.

Is this issue just a suggestion or a modification you would like to see ? Please describe. We have a paper just accepted by CVPR 2023 and it is related to IG(-based) methods. We would like to see if you are interested in our method, if so, we are happy to contribute to this great package. We have attached our paper in the additional context section.

Describe the solution you'd like If you are interested in our method, maybe we can discuss how we can contribute?

Do you have hotfix at disposal ? No.

Describe alternatives you've considered Not sure how we can contribute, but we are open to any suggestions and instructions. Thanks!

Additional context The paper: https://arxiv.org/abs/2303.14242

lucashervier commented 1 year ago

Hi!

First, I apologize for the delay in our answer. We have read your paper and we would appreciate integrating it in Xplique.

Unfortunately, our team is quite busy as we have a lot of work already planned. However, if you contribute (following the contributing guidelines we would love to review your PR and help you integrate it into our framework. Would you be interested in doing so?

ryang-iit commented 1 year ago

Hi Lucas,

Thanks for your reply.

Yes, I would be interested to integrate the paper into Xplique. Let me figure out how I can do that based on your suggested link. I will let you and the team know when the code is ready to review or if I have additional question during the integrating process.

In the meanwhile, please let me know if you have additional questions.

Best, Ruo

lucashervier commented 1 week ago

I am closing this issue for lack of activity. Do not hesitate to re-open if relevant.