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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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ECQ$^{\text{x}}$: Explainability-Driven Quantization for Low-Bit and Sparse DNNs


Sep 09, 2021
Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin

* 21 pages, 10 figures, 1 table 

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