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2105.06727
Cited By
Verification of Size Invariance in DNN Activations using Concept Embeddings
14 May 2021
Gesina Schwalbe
3DPC
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ArXiv (abs)
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Papers citing
"Verification of Size Invariance in DNN Activations using Concept Embeddings"
6 / 6 papers shown
Title
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
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?
Jae Hee Lee
Georgii Mikriukov
Gesina Schwalbe
Stefan Wermter
D. Wolter
109
2
0
20 Sep 2024
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability
Georgii Mikriukov
Gesina Schwalbe
Christian Hellert
Korinna Bade
FAtt
83
9
0
28 Apr 2023
Concept Embedding Analysis: A Review
Gesina Schwalbe
77
28
0
25 Mar 2022
Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings
Gesina Schwalbe
Christian Wirth
Ute Schmid
AAML
51
7
0
03 Jan 2022
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