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Weber, Leander
60  Ergebnisse:
Personensuche X
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1

A Fresh Look at Sanity Checks for Saliency Maps:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Hedström, Anna ; Weber, Leander ; Lapuschkin, Sebastian. - p. 403-420 , 2024
Link: https://doi.org/10.1007/..
 
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2

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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3

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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4

Measurably Stronger Explanation Reliability Via Model Canon..:

, In: 2022 IEEE International Conference on Image Processing (ICIP),
Motzkus, Franz ; Weber, Leander ; Lapuschkin, Sebastian - p. 516-520 , 2022
Link: https://doi.org/10.1109/..
 
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5

Explain to Not Forget: Defending Against Catastrophic Forge..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Ede, Sami ; Baghdadlian, Serop ; Weber, Leander... - p. 1-18 , 2022
Link: https://doi.org/10.1007/..
 
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6

Finding and removing Clever Hans: Using explanation methods..:

Anders, Christopher J. ; Weber, Leander ; Neumann, David...
Information Fusion.  77 (2022)  - p. 261-295 , 2022
Link: https://doi.org/10.1016/..
 
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7

Sanity Checks Revisited: An Exploration to Repair the Model..:

Hedström, Anna ; Weber, Leander ; Lapuschkin, Sebastian.
http://arxiv.org/abs/2401.06465.  , 2024
Link: http://arxiv.org/abs/240..
 
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8

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

Weber, Leander ; Lapuschkin, Sebastian Roland ; Binder, Alexander.
An international journal on information fusion.  , 2023
Link: https://publica.fraunhof..
 
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9

Layer-wise Feedback Propagation:

Weber, Leander ; Berend, Jim ; Binder, Alexander...
http://arxiv.org/abs/2308.12053.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

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

Binder, Alexander ; Weber, Leander ; Lapuschkin, Sebastian...
http://arxiv.org/abs/2211.12486.  , 2022
Link: http://arxiv.org/abs/221..
 
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11

PatClArC: Using Pattern Concept Activation Vectors for Nois..:

Pahde, Frederik ; Weber, Leander ; Anders, Christopher J..
http://arxiv.org/abs/2202.03482.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Explain to Not Forget: Defending Against Catastrophic Forge..:

Ede, Sami ; Baghdadlian, Serop ; Weber, Leander...
http://arxiv.org/abs/2205.01929.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

Beyond Explaining: Opportunities and Challenges of XAI-Base..:

Weber, Leander ; Lapuschkin, Sebastian ; Binder, Alexander.
http://arxiv.org/abs/2203.08008.  , 2022
Link: http://arxiv.org/abs/220..
 
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14

Measurably Stronger Explanation Reliability via Model Canon..:

Motzkus, Franz ; Weber, Leander ; Lapuschkin, Sebastian
http://arxiv.org/abs/2202.06621.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

Quantus: An Explainable AI Toolkit for Responsible Evaluati..:

Hedström, Anna ; Weber, Leander ; Bareeva, Dilyara...
http://arxiv.org/abs/2202.06861.  , 2022
Link: http://arxiv.org/abs/220..
 
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