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From "Where" to "What": Towards Human-Understandable Explanations through Concept Relevance Propagation


Jun 07, 2022
Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

* 79 pages (40 pages manuscript, 10 pages references, 29 pages appendix) 51 figures (26 in manuscript, 25 in appendix) 1 table (in appendix) 

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But that's not why: Inference adjustment by interactive prototype deselection


Mar 18, 2022
Michael Gerstenberger, Sebastian Lapuschkin, Peter Eisert, Sebastian Bosse


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Curiously Effective Features for Image Quality Prediction


Jun 10, 2021
Sören Becker, Thomas Wiegand, Sebastian Bosse

* To be published at ICIP 2021 

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Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment


Dec 07, 2017
Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek

* IEEE Transactions on Image Processing, 27(1):206-219, 2018 

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A Haar Wavelet-Based Perceptual Similarity Index for Image Quality Assessment


Nov 06, 2017
Rafael Reisenhofer, Sebastian Bosse, Gitta Kutyniok, Thomas Wiegand

* Signal Processing: Image Communication 61 (2018) 33-43 

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