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Add notebook for transfer learning use case #73

@AWbosman

Description

@AWbosman

Add notebook for transfer learning use case

Description

Create a tutorial notebook demonstrating how to apply VERONA to a transfer-learning scenario.
The notebook should show how to:

  • Load pretrained ONNX networks from Marcel Baumann repo
  • Integrate the pretrained and fine-tuned model into a VERONA experiment pipeline.
  • Generate robustness distributions.
  • Compare results with/without transfer learning.

Motivation

We have a master thesis based on this and we want to show how to use VERONA in many different cases.

Proposed Tasks

  • Find the original and some finetuned models.
  • Show how to configure VERONA for themodels and dataset.
  • Add explanatory markdown cells and comments.
  • Add nice visuals similar to in Baumanns thesis
  • Verify notebook runs end-to-end.

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