abhrac/trd

Official implementation of "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships", NeurIPS 2023.

trd's Issues

Viewing Local View After Clustering in the TRD Pipeline

Issue: Viewing Local View After Clustering in the TRD Pipeline

Description:

I am trying to view the local view after clustering in the TRD pipeline. I noticed the view_extractor folder in the repository, which seems like it might be where the local views after clustering in the TRD pipeline are saved. However, after training the model as shown in the example, I am unable to see any local views that cluster similar features, as depicted in the paper.

Steps to Reproduce:

1. Train the model following the example provided in the repository.
2. Check for the local views after clustering.

Expected Results:

• Local views should cluster similar features, as illustrated in the paper.

Actual Results:

• Unable to see any local views that cluster similar features.

Additional Information:

• Is the view_extractor folder indeed where the local views are saved?
• Are there additional steps needed to visualize the local views after clustering?

Any help or guidance on this would be greatly appreciated.

Here is the image from paper that shown how the TRD Pipeline clustered the local view.