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Lapuschkin, Sebastian
98  Ergebnisse:
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1

Explainable AI for time series via Virtual Inspection Layer:

Vielhaben, Johanna ; Lapuschkin, Sebastian ; Montavon, Grégoire.
Pattern Recognition.  150 (2024)  - p. 110309 , 2024
Link: https://doi.org/10.1016/..
 
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2

AudioMNIST: Exploring Explainable Artificial Intelligence f..:

Becker, Sören ; Vielhaben, Johanna ; Ackermann, Marcel...
Journal of the Franklin Institute.  361 (2024)  1 - p. 418-428 , 2024
Link: https://doi.org/10.1016/..
 
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3

Explainable Artificial Intelligence: Second World Conferenc.. 

Communications in Computer and Information Science, 2155
Longo, Luca ; Lapuschkin, Sebastian ; Seifert, Christin - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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4

Explainable Artificial Intelligence: Second World Conferenc.. 

Communications in Computer and Information Science, 2153
Longo, Luca ; Lapuschkin, Sebastian ; Seifert, Christin - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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5

Explainable Artificial Intelligence: Second World Conferenc.. 

Communications in Computer and Information Science, 2154
Longo, Luca ; Lapuschkin, Sebastian ; Seifert, Christin - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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6

Explainable Artificial Intelligence: Second World Conferenc.. 

Communications in Computer and Information Science, 2156
Longo, Luca ; Lapuschkin, Sebastian ; Seifert, Christin - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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7

Revealing Hidden Context Bias in Segmentation and Object De..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Dreyer, Maximilian ; Achtibat, Reduan ; Wiegand, Thomas.. - p. 3829-3839 , 2023
Link: https://doi.org/10.1109/..
 
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8

XAI-based Comparison of Audio Event Classifiers with differ..:

, In: Proceedings of the 20th International Conference on Content-based Multimedia Indexing,
Frommholz, Annika ; Seipel, Fabian ; Lapuschkin, Sebastian.. - p. 126-132 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Bridging the Gap: Gaze Events as Interpretable Concepts to ..:

, In: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications,
Krakowczyk, Daniel G. ; Prasse, Paul ; Reich, David R.... - p. 1-8 , 2023
Link: https://dl.acm.org/doi/1..
 
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10

Beyond explaining: Opportunities and challenges of XAI-base..:

Weber, Leander ; Lapuschkin, Sebastian ; Binder, Alexander.
Information Fusion.  92 (2023)  - p. 154-176 , 2023
Link: https://doi.org/10.1016/..
 
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11

From attribution maps to human-understandable explanations ..:

Achtibat, Reduan ; Dreyer, Maximilian ; Eisenbraun, Ilona...
Nature Machine Intelligence.  5 (2023)  9 - p. 1006-1019 , 2023
Link: https://doi.org/10.1038/..
 
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12

Shortcomings of Top-Down Randomization-Based Sanity Checks ..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Binder, Alexander ; Weber, Leander ; Lapuschkin, Sebastian... - p. 16143-16152 , 2023
Link: https://doi.org/10.1109/..
 
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13

Reveal to Revise: An Explainable AI Life Cycle for Iterativ..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Pahde, Frederik ; Dreyer, Maximilian ; Samek, Wojciech. - p. 596-606 , 2023
Link: https://doi.org/10.1007/..
 
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14

Human-Centered Evaluation of XAI Methods:

, In: 2023 IEEE International Conference on Data Mining Workshops (ICDMW),
Dawoud, Karam ; Samek, Wojciech ; Eisert, Peter.. - p. 912-921 , 2023
Link: https://doi.org/10.1109/..
 
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15

Optimizing Explanations by Network Canonization and Hyperpa..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Pahde, Frederik ; Yolcu, Galip Umit ; Binder, Alexander.. - p. 3819-3828 , 2023
Link: https://doi.org/10.1109/..
 
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