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Locally Testing Model Detections for Semantic Global Concepts

Locally Testing Model Detections for Semantic Global Concepts

27 May 2024
Franz Motzkus
Georgii Mikriukov
Christian Hellert
Ute Schmid
ArXivPDFHTML

Papers citing "Locally Testing Model Detections for Semantic Global Concepts"

4 / 4 papers shown
Title
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps
Lukasz Sztukiewicz
Ignacy Stepka
Michał Wiliński
Jerzy Stefanowski
31
0
0
28 Feb 2025
Concept-Based Explanations in Computer Vision: Where Are We and Where
  Could We Go?
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
Jae Hee Lee
Georgii Mikriukov
Gesina Schwalbe
Stefan Wermter
D. Wolter
48
2
0
20 Sep 2024
Disentangled Explanations of Neural Network Predictions by Finding
  Relevant Subspaces
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces
Pattarawat Chormai
J. Herrmann
Klaus-Robert Muller
G. Montavon
FAtt
43
17
0
30 Dec 2022
Concept Activation Regions: A Generalized Framework For Concept-Based
  Explanations
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations
Jonathan Crabbé
M. Schaar
51
46
0
22 Sep 2022
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