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Description
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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documentationImprovements or additions to documentationImprovements or additions to documentation