One Wave to Explain Them All: A Unifying Perspective on Feature Attribution

Supplementary data for the paper "One Wave to Explain Them All: A Unifying Perspective on Feature Attribution" (Anonymous sumission) This folder contains the data and material to replicate our results. ** `datasets` contain the data for sounds (ESC50) and 3D shapes (3DMNIST) ** `models` contain the weights of the following pretrained models: ** `VoxelModel`: the model classifying the 3D shapes of MNIST, ** `best_full_model_Fold1_K100.pth`: the audio classifier, ** `adv`, `adv_free` and `fast_adv`: the robust ResNet50 for the robustness experiment ** `benchmark`: contains 1000 imagenet images to replicate the evaluation results for the 2D WAM.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-01
DOI
https://doi.org/10.5281/zenodo.13873809
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
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article

One Wave to Explain Them All: A Unifying Perspective on Feature Attribution

Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

One Wave to Explain Them All: A Unifying Perspective on Feature Attribution

article en

Abstract

Supplementary data for the paper "One Wave to Explain Them All: A Unifying Perspective on Feature Attribution" (Anonymous sumission) This folder contains the data and material to replicate our results. ** `datasets` contain the data for sounds (ESC50) and 3D shapes (3DMNIST) ** `models` contain the weights of the following pretrained models: ** `VoxelModel`: the model classifying the 3D shapes of MNIST, ** `best_full_model_Fold1_K100.pth`: the audio classifier, ** `adv`, `adv_free` and `fast_adv`: the robust ResNet50 for the robustness experiment ** `benchmark`: contains 1000 imagenet images to replicate the evaluation results for the 2D WAM.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 68%
Explainable Artificial Intelligence (XAI)
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One Wave to Explain Them All: A Unifying Perspective on Feature Attribution · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS