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Enabling Verification of Deep Neural Networks in Perception Tasks Using
  Fuzzy Logic and Concept Embeddings
v1v2 (latest)

Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings

3 January 2022
Gesina Schwalbe
Christian Wirth
Ute Schmid
    AAML
ArXiv (abs)PDFHTML

Papers citing "Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings"

5 / 5 papers shown
Title
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs
Gesina Schwalbe
Georgii Mikriukov
Edgar Heinert
Stavros Gerolymatos
Mert Keser
Alois Knoll
Matthias Rottmann
Annika Mütze
122
0
0
11 Apr 2025
Unveiling Ontological Commitment in Multi-Modal Foundation Models
Unveiling Ontological Commitment in Multi-Modal Foundation Models
Mert Keser
Gesina Schwalbe
Niki Amini-Naieni
Matthias Rottmann
Alois Knoll
53
1
0
25 Sep 2024
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
109
2
0
20 Sep 2024
Investigating Calibration and Corruption Robustness of Post-hoc Pruned
  Perception CNNs: An Image Classification Benchmark Study
Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study
Pallavi Mitra
Gesina Schwalbe
Nadja Klein
AAML
74
1
0
31 May 2024
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based
  Comparison of Feature Spaces
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces
Georgii Mikriukov
Gesina Schwalbe
Christian Hellert
Korinna Bade
60
2
0
30 Apr 2023
1